[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-71861":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":19,"stars90d":16,"forks30d":16,"starsTrendScore":20,"compositeScore":21,"rankGlobal":10,"rankLanguage":10,"license":10,"archived":22,"fork":22,"defaultBranch":23,"hasWiki":24,"hasPages":22,"topics":25,"createdAt":10,"pushedAt":10,"updatedAt":46,"readmeContent":47,"aiSummary":48,"trendingCount":16,"starSnapshotCount":16,"syncStatus":49,"lastSyncTime":50,"discoverSource":51},71861,"notebooks","roboflow\u002Fnotebooks","roboflow","A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.","https:\u002F\u002Froboflow.com\u002Fmodels",null,"Jupyter Notebook",9458,1463,113,64,0,20,32,75,60,40.5,false,"main",true,[26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],"automatic-labeling-system","computer-vision","deep-learning","deep-neural-networks","google-colab","image-classification","image-segmentation","machine-learning","object-detection","open-vocabulary-detection","open-vocabulary-segmentation","paligemma","pytorch","qwen","tutorial","vlm","yolov5","yolov8","zero-shot-classification","zero-shot-detection","2026-06-12 02:02:55","\u003Cdiv align=\"center\">\n  \u003Cp>\n    \u003Ca align=\"center\" href=\"\" target=\"_blank\">\n      \u003Cimg\n        width=\"850\"\n        src=\"https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow\u002Fnotebooks\u002Fmain\u002Fassets\u002Froboflow-notebooks-banner.png\"\n      >\n    \u003C\u002Fa>\n  \u003C\u002Fp>\n  \u003Cbr>\n\n  [notebooks](https:\u002F\u002Fgithub.com\u002Froboflow\u002Fnotebooks) | [inference](https:\u002F\u002Fgithub.com\u002Froboflow\u002Finference) | [autodistill](https:\u002F\u002Fgithub.com\u002Fautodistill\u002Fautodistill) | [RF-DETR](https:\u002F\u002Fgithub.com\u002Froboflow\u002Frf-detr)\n\n  \u003Cbr>\n\n  \u003Cdiv align=\"center\">\n      \u003Ca href=\"https:\u002F\u002Fyoutube.com\u002Froboflow\">\n          \u003Cimg\n            src=\"https:\u002F\u002Fmedia.roboflow.com\u002Fnotebooks\u002Ftemplate\u002Ficons\u002Fpurple\u002Fyoutube.png?ik-sdk-version=javascript-1.4.3&updatedAt=1672949634652\"\n            width=\"3%\"\n          \u002F>\n      \u003C\u002Fa>\n      \u003Cimg src=\"https:\u002F\u002Fgithub.com\u002FSkalskiP\u002FSkalskiP\u002Fblob\u002Fmaster\u002Ficons\u002Ftransparent.png\" width=\"3%\"\u002F>\n      \u003Ca href=\"https:\u002F\u002Froboflow.com\">\n          \u003Cimg\n            src=\"https:\u002F\u002Fmedia.roboflow.com\u002Fnotebooks\u002Ftemplate\u002Ficons\u002Fpurple\u002Froboflow-app.png?ik-sdk-version=javascript-1.4.3&updatedAt=1672949746649\"\n            width=\"3%\"\n          \u002F>\n      \u003C\u002Fa>\n      \u003Cimg src=\"https:\u002F\u002Fgithub.com\u002FSkalskiP\u002FSkalskiP\u002Fblob\u002Fmaster\u002Ficons\u002Ftransparent.png\" width=\"3%\"\u002F>\n      \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fcompany\u002Froboflow-ai\u002F\">\n          \u003Cimg\n            src=\"https:\u002F\u002Fmedia.roboflow.com\u002Fnotebooks\u002Ftemplate\u002Ficons\u002Fpurple\u002Flinkedin.png?ik-sdk-version=javascript-1.4.3&updatedAt=1672949633691\"\n            width=\"3%\"\n          \u002F>\n      \u003C\u002Fa>\n      \u003Cimg src=\"https:\u002F\u002Fgithub.com\u002FSkalskiP\u002FSkalskiP\u002Fblob\u002Fmaster\u002Ficons\u002Ftransparent.png\" width=\"3%\"\u002F>\n      \u003Ca href=\"https:\u002F\u002Fdocs.roboflow.com\">\n          \u003Cimg\n            src=\"https:\u002F\u002Fmedia.roboflow.com\u002Fnotebooks\u002Ftemplate\u002Ficons\u002Fpurple\u002Fknowledge.png?ik-sdk-version=javascript-1.4.3&updatedAt=1672949634511\"\n            width=\"3%\"\n          \u002F>\n      \u003C\u002Fa>\n      \u003Cimg src=\"https:\u002F\u002Fgithub.com\u002FSkalskiP\u002FSkalskiP\u002Fblob\u002Fmaster\u002Ficons\u002Ftransparent.png\" width=\"3%\"\u002F>\n      \u003Ca href=\"https:\u002F\u002Fdiscuss.roboflow.com\">\n          \u003Cimg\n            src=\"https:\u002F\u002Fmedia.roboflow.com\u002Fnotebooks\u002Ftemplate\u002Ficons\u002Fpurple\u002Fforum.png?ik-sdk-version=javascript-1.4.3&updatedAt=1672949633584\"\n            width=\"3%\"\n          \u002F>\n      \u003Cimg src=\"https:\u002F\u002Fgithub.com\u002FSkalskiP\u002FSkalskiP\u002Fblob\u002Fmaster\u002Ficons\u002Ftransparent.png\" width=\"3%\"\u002F>\n      \u003Ca href=\"https:\u002F\u002Fblog.roboflow.com\">\n          \u003Cimg\n            src=\"https:\u002F\u002Fmedia.roboflow.com\u002Fnotebooks\u002Ftemplate\u002Ficons\u002Fpurple\u002Fblog.png?ik-sdk-version=javascript-1.4.3&updatedAt=1672949633605\"\n            width=\"3%\"\n          \u002F>\n      \u003C\u002Fa>\n      \u003C\u002Fa>\n  \u003C\u002Fdiv>\n\n\u003C\u002Fdiv>\n\n## 👋 hello\n\nThis repository offers a growing collection of computer vision tutorials. Learn to use SOTA models like YOLOv11, SAM 2, Florence-2, PaliGemma 2, and Qwen2.5-VL for tasks ranging from object detection, segmentation, and pose estimation to data extraction and OCR. Dive in and explore the exciting world of computer vision!\n\n\u003C!--- AUTOGENERATED-NOTEBOOKS-TABLE -->\n\u003C!---\n   WARNING: DO NOT EDIT THIS TABLE MANUALLY. IT IS AUTOMATICALLY GENERATED.\n   HEAD OVER TO CONTRIBUTING.MD FOR MORE DETAILS ON HOW TO MAKE CHANGES PROPERLY.\n-->\n## 🚀 model tutorials (59 notebooks)\n| **notebook** | **open in colab \u002F kaggle \u002F sagemaker studio lab** | **complementary materials** | **repository \u002F paper** |\n|:------------:|:-------------------------------------------------:|:---------------------------:|:----------------------:|\n| [How to Perform OCR with GLM-OCR](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-perform-ocr-with-glm-ocr.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-perform-ocr-with-glm-ocr.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-perform-ocr-with-glm-ocr.ipynb)  |  [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=_KCXD8vFIYM) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Fzai-org\u002FGLM-OCR) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2603.10910-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2603.10910)|\n| [How to Track Objects with RF-DETR and ByteTrack Tracker](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-track-objects-with-bytetrack-tracker.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-track-objects-with-bytetrack-tracker.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-track-objects-with-bytetrack-tracker.ipynb)  |  [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=u0k2dTZ0vfs) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Froboflow\u002Ftrackers) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2110.06864-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2110.06864)|\n| [Fine-Tune YOLO26 on Object Detection Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolo26-object-detection-on-custom-dataset.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolo26-object-detection-on-custom-dataset.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolo26-object-detection-on-custom-dataset.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fhow-to-train-yolo26-custom-data\u002F) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=sczVknSvzh4a) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Fultralytics\u002Fultralytics) |\n| [Fine-Tune YOLO26 on Instance Segmentation Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolo26-instance-segmentation-on-custom-dataset.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolo26-instance-segmentation-on-custom-dataset.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolo26-instance-segmentation-on-custom-dataset.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Ftrain-yolo26-instance-segmentation-custom-data\u002F) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=sczVknSvzh4a) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Fultralytics\u002Fultralytics) |\n| Segment Images with SAM3 | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-segment-images-with-segment-anything-3.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-segment-images-with-segment-anything-3.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fsam3\u002F) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=G1AEuFwQrWU) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Ffacebookresearch\u002Fsam3) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2511.16719-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2511.16719)|\n| Segment Videos with SAM3 | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-segment-videos-with-segment-anything-3.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-segment-videos-with-segment-anything-3.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fsam3\u002F) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=G1AEuFwQrWU) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Ffacebookresearch\u002Fsam3) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2511.16719-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2511.16719)|\n| [Open Vocabulary Object Detection with Qwen3-VL](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fopen-vocabulary-object-detection-with-qwen3-vl.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fopen-vocabulary-object-detection-with-qwen3-vl.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fopen-vocabulary-object-detection-with-qwen3-vl.ipynb)  |   | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002FQwenLM\u002FQwen3-VL) |\n| [Fine-Tune RF-DETR Segmentation on Custom Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-finetune-rf-detr-on-segmentation-dataset.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-finetune-rf-detr-on-segmentation-dataset.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-finetune-rf-detr-on-segmentation-dataset.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Frf-detr-segmentation) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=boVmetUahes) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Froboflow\u002Frf-detr) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2511.09554-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2511.09554)|\n| [Zero-Shot Object Detection and Segmentation with Google Gemini 2.5](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fzero-shot-object-detection-and-segmentation-with-google-gamini-2-5.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fzero-shot-object-detection-and-segmentation-with-google-gamini-2-5.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fzero-shot-object-detection-and-segmentation-with-google-gamini-2-5.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fgemini-2-5-object-detection-segmentation\u002F)  |  [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2507.06261-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2507.06261)|\n| [Fine-Tune RF-DETR on Object Detection Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-finetune-rf-detr-on-detection-dataset.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-finetune-rf-detr-on-detection-dataset.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-finetune-rf-detr-on-detection-dataset.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Frf-detr) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Flive\u002FyHW0ip-2i54) | 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[![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-finetune-paligemma2-on-latex-ocr-dataset.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Ffine-tune-paligemma-2\u002F)  | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Fgoogle-research\u002Fbig_vision\u002Fblob\u002Fmain\u002Fbig_vision\u002Fconfigs\u002Fproj\u002Fpaligemma\u002FREADME.md) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2412.03555-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2412.03555)|\n| [Fine-Tune 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[![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fgpt-4o-object-detection\u002F) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=6Q6TieCBA4E) |  |\n| [Fine-Tune YOLO11 on Object Detection Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolo11-object-detection-on-custom-dataset.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolo11-object-detection-on-custom-dataset.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolo11-object-detection-on-custom-dataset.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fyolov11-how-to-train-custom-data\u002F) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=jE_s4tVgPHA) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Fultralytics\u002Fultralytics) |\n| [Fine-Tune YOLO11 on Instance Segmentation Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolo11-instance-segmentation-on-custom-dataset.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolo11-instance-segmentation-on-custom-dataset.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolo11-instance-segmentation-on-custom-dataset.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Ftrain-yolo11-segmentation\u002F) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=jE_s4tVgPHA) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Fultralytics\u002Fultralytics) |\n| [Segment Images with SAM2](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-segment-images-with-sam-2.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-segment-images-with-sam-2.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-segment-images-with-sam-2.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fwhat-is-segment-anything-2\u002F) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Flive\u002FDv003fTyO-Y) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Ffacebookresearch\u002Fsegment-anything-2) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2408.00714-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2408.00714)|\n| [Segment Videos with SAM2](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-segment-videos-with-sam-2.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-segment-videos-with-sam-2.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-segment-videos-with-sam-2.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fwhat-is-segment-anything-2\u002F) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Flive\u002FDv003fTyO-Y) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Ffacebookresearch\u002Fsegment-anything-2) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2408.00714-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2408.00714)|\n| [Fine-Tune RT-DETR on Object Detection Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-rt-detr-on-custom-dataset-with-transformers.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-rt-detr-on-custom-dataset-with-transformers.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-rt-detr-on-custom-dataset-with-transformers.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Ftrain-rt-detr-custom-dataset-transformers\u002F)  | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Flyuwenyu\u002FRT-DETR) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2304.08069-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2304.08069)|\n| [Fine-Tune Florence-2 on Object Detection 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[![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=i3KjYgxNH6w) |  [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2311.06242-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2311.06242)|\n| [Run Different Vision Tasks with Florence-2](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-run-different-vision-tasks-with-florence-2.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-run-different-vision-tasks-with-florence-2.ipynb) 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Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-finetune-paligemma-on-detection-dataset.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-finetune-paligemma-on-detection-dataset.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-finetune-paligemma-on-detection-dataset.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fhow-to-fine-tune-paligemma\u002F) 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[![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov10-object-detection-on-custom-dataset.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fyolov10-how-to-train\u002F)  | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002FTHU-MIG\u002Fyolov10) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2405.14458-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2405.14458)|\n| [Zero-Shot Object Detection with 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[![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=X7gKBGVz4vs) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002FAILab-CVC\u002FYOLO-World) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2401.17270-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2401.17270)|\n| [Fine-Tune YOLOv9 on Object Detection Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov9-object-detection-on-custom-dataset.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov9-object-detection-on-custom-dataset.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov9-object-detection-on-custom-dataset.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Ftrain-yolov9-model) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fyoutu.be\u002FXHT2c8jT3Bc) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002FWongKinYiu\u002Fyolov9) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2402.13616-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2402.13616)|\n| [Fine-Tune RTMDet on Object Detection 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[![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fyoutu.be\u002F5kgWyo6Sg4E) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Fopen-mmlab\u002Fmmdetection) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2212.07784-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2212.07784)|\n| [Segment Images with FastSAM](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-segment-anything-with-fast-sam.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-segment-anything-with-fast-sam.ipynb) 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[![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fyoutu.be\u002FcMa77r3YrDk) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002FIDEA-Research\u002FGroundingDINO) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2303.05499-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2303.05499)|\n| [Fine-Tune DETR Transformer on Object Detection Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-huggingface-detr-on-custom-dataset.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-huggingface-detr-on-custom-dataset.ipynb) 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[![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fhow-to-train-yolov8-instance-segmentation\u002F) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fyoutu.be\u002FpFiGSrRtaU4) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Fultralytics\u002Fultralytics) |\n| [Fine-Tune YOLOv8 on Classification Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov8-classification-on-custom-dataset.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov8-classification-on-custom-dataset.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov8-classification-on-custom-dataset.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fhow-to-train-a-yolov8-classification-model\u002F)  | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Fultralytics\u002Fultralytics) |\n| [Fine-Tune YOLOv7 on Object Detection Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov7-object-detection-on-custom-data.ipynb) | 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[![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002FWongKinYiu\u002Fyolov7) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2207.02696-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2207.02696)|\n| [Fine-Tune YOLOv7 on Instance Segmentation Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov7-instance-segmentation-on-custom-data.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov7-instance-segmentation-on-custom-data.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov7-instance-segmentation-on-custom-data.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Ftrain-yolov7-instance-segmentation-on-custom-data) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=vFGxM2KLs10) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002FWongKinYiu\u002Fyolov7) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2207.02696-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2207.02696)|\n| [Fine-Tune MT-YOLOv6 on 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Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov5-classification-on-custom-data.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov5-classification-on-custom-data.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov5-classification-on-custom-data.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Ftrain-yolov5-classification-custom-data) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=DPjp9Kq4qn8) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Fultralytics\u002Fyolov5) |\n| [Fine-Tune YOLOv5 on Instance Segmentation Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov5-instance-segmentation-on-custom-data.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov5-instance-segmentation-on-custom-data.ipynb) 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[![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fyoutu.be\u002Fe8LPflX0nwQ) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Ffacebookresearch\u002Fdetectron2) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-1703.06870v3-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F1703.06870v3)|\n| [Fine-Tune SegFormer on Instance Segmentation Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-segformer-segmentation-on-custom-data.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-segformer-segmentation-on-custom-data.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-segformer-segmentation-on-custom-data.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fhow-to-train-segformer-on-a-custom-dataset-with-pytorch-lightning) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=4HNkBMfw-2o) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002FNVlabs\u002FSegFormer) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2105.15203v3-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2105.15203v3)|\n| [Fine-Tune ViT 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[![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fhow-to-train-vision-transformer) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=8yRE2Pa-8_I) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Flucidrains\u002Fvit-pytorch) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2010.11929-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2010.11929)|\n| [Fine-Tune Scaled-YOLOv4 on Object Detection Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-scaled-yolov4-object-detection-on-custom-data.ipynb) | 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[![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolos-huggingface-object-detection-on-custom-data.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Ftrain-yolos-transformer-custom-dataset) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=N0V0xxSi6Xc) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Fhuggingface\u002Ftransformers) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2106.00666-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2106.00666)|\n| [Fine-Tune YOLOR on 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[![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=sZ5DiXDOHEM) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fyolor) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-1506.02640-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F1506.02640)|\n| [Fine-Tune YOLOX on Object Detection Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolox-object-detection-on-custom-data.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolox-object-detection-on-custom-data.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolox-object-detection-on-custom-data.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fhow-to-train-yolox-on-a-custom-dataset) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=q3RbFbaQQGw) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002FMegvii-BaseDetection\u002FYOLOX) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2107.08430-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2107.08430)|\n| [Fine-Tune ResNet34 on Classification Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-resnet34-classification.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-resnet34-classification.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-resnet34-classification.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fhow-to-train-a-custom-resnet34-model) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=93kXzUOiYY4) |  |\n| [Image Classification with OpenAI Clip](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-use-openai-clip-classification.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-use-openai-clip-classification.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-use-openai-clip-classification.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fhow-to-use-openai-clip) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=8o701AEoZ8I) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Fopenai\u002FCLIP) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2103.00020-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2103.00020)|\n| [Fine-Tune YOLOv4-tiny Darknet on Object Detection Dataset](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov4-tiny-object-detection-on-custom-data.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov4-tiny-object-detection-on-custom-data.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Ftrain-yolov4-tiny-object-detection-on-custom-data.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.ai\u002Ftrain-yolov4-tiny-on-custom-data-lighting-fast-detection) [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=NTnZgLsk_DA) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fdarknet) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2011.04244-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2011.04244)|\n| [Train a YOLOv8 Classification Model with No Labeling](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-train-yolov8-classification-no-labeling.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-train-yolov8-classification-no-labeling.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-train-yolov8-classification-no-labeling.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Ftrain-classification-model-no-labeling\u002F)  | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Fultralytics\u002Fultralytics) |\n## 📍 tracker tutorials (3 notebooks)\n| **notebook** | **open in colab \u002F kaggle \u002F sagemaker studio lab** | **complementary materials** | **repository \u002F paper** |\n|:------------:|:-------------------------------------------------:|:---------------------------:|:----------------------:|\n| [How to Track Objects with RF-DETR and ByteTrack Tracker](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-track-objects-with-bytetrack-tracker.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-track-objects-with-bytetrack-tracker.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-track-objects-with-bytetrack-tracker.ipynb)  |  [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=u0k2dTZ0vfs) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Froboflow\u002Ftrackers) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2110.06864-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2110.06864)|\n| [How to Track Objects with RF-DETR and SORT Tracker](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-track-objects-with-sort-tracker.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-track-objects-with-sort-tracker.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-track-objects-with-sort-tracker.ipynb)  |  [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=u0k2dTZ0vfs) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Froboflow\u002Ftrackers) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-1602.00763-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F1602.00763)|\n| [How to Track Objects with RF-DETR and OC-SORT Tracker](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-track-objects-with-ocsort-tracker.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-track-objects-with-ocsort-tracker.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fhow-to-track-objects-with-ocsort-tracker.ipynb)  |  [![YouTube](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fyoutube.svg)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=u0k2dTZ0vfs) | [![GitHub](https:\u002F\u002Fbadges.aleen42.com\u002Fsrc\u002Fgithub.svg)](https:\u002F\u002Fgithub.com\u002Froboflow\u002Ftrackers) [![arXiv](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FarXiv-2206.14360-b31b1b.svg)](https:\u002F\u002Farxiv.org\u002Fabs\u002F2206.14360)|\n## 🛠️ computer vision skills (23 notebooks)\n| **notebook** | **open in colab \u002F kaggle \u002F sagemaker studio lab** | **complementary materials** | **repository \u002F paper** |\n|:------------:|:-------------------------------------------------:|:---------------------------:|:----------------------:|\n| [Basketball AI: Detect NBA 3 Second Violation](https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fbasketball-ai-automatic-detection-of-3-second-violations.ipynb) | [![Colab](https:\u002F\u002Fcolab.research.google.com\u002Fassets\u002Fcolab-badge.svg)](https:\u002F\u002Fcolab.research.google.com\u002Fgithub\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fbasketball-ai-automatic-detection-of-3-second-violations.ipynb) [![Kaggle](https:\u002F\u002Fkaggle.com\u002Fstatic\u002Fimages\u002Fopen-in-kaggle.svg)](https:\u002F\u002Fkaggle.com\u002Fkernels\u002Fwelcome?src=https:\u002F\u002Fgithub.com\u002Froboflow-ai\u002Fnotebooks\u002Fblob\u002Fmain\u002Fnotebooks\u002Fbasketball-ai-automatic-detection-of-3-second-violations.ipynb)  | [![Roboflow](https:\u002F\u002Fraw.githubusercontent.com\u002Froboflow-ai\u002Fnotebooks\u002Fmain\u002Fassets\u002Fbadges\u002Froboflow-blogpost.svg)](https:\u002F\u002Fblog.roboflow.com\u002Fdetect-3-second-violation-ai-basketball)  |  |\n| [Basket","roboflow\u002Fnotebooks 是一个包含最新计算机视觉模型和技术教程的集合。该项目提供了从基础架构如ResNet到前沿模型如RF-DETR、YOLO11、SAM 3和Qwen3-VL等的全面介绍，支持对象检测、图像分割、零样本分类等多种任务。使用Jupyter Notebook编写，适合在Google Colab上运行，方便用户快速上手并进行实验。无论是初学者还是经验丰富的研究人员，都可以通过这些教程深入了解和应用最新的深度学习技术。",2,"2026-06-11 03:38:58","high_star"]