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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.

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README

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notebooks | inference | autodistill | RF-DETR

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👋 hello

This 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!

<!--- AUTOGENERATED-NOTEBOOKS-TABLE --> <!--- WARNING: DO NOT EDIT THIS TABLE MANUALLY. IT IS AUTOMATICALLY GENERATED. HEAD OVER TO CONTRIBUTING.MD FOR MORE DETAILS ON HOW TO MAKE CHANGES PROPERLY. -->

🚀 model tutorials (59 notebooks)

| notebook | open in colab / kaggle / sagemaker studio lab | complementary materials | repository / paper | |:------------:|:-------------------------------------------------:|:---------------------------:|:----------------------:| | How to Perform OCR with GLM-OCR | Colab Kaggle | | GitHub arXiv| | How to Track Objects with RF-DETR and ByteTrack Tracker | Colab Kaggle | YouTube | GitHub arXiv| | Fine-Tune YOLO26 on Object Detection Dataset | Colab Kaggle | Roboflow YouTube | GitHub | | Fine-Tune YOLO26 on Instance Segmentation Dataset | Colab Kaggle | Roboflow YouTube | GitHub | | Segment Images with SAM3 | Colab Kaggle | Roboflow YouTube | GitHub arXiv| | Segment Videos with SAM3 | Colab Kaggle | Roboflow YouTube | GitHub arXiv| | Open Vocabulary Object Detection with Qwen3-VL | Colab Kaggle | | GitHub | | Fine-Tune RF-DETR Segmentation on Custom Dataset | Colab [Kaggle](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-

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GitHub Stars9.3k
CategoryEducation
Updated1h ago
Forks1.4k

Languages

Jupyter Notebook

Security Score

85/100

Audited on Mar 21, 2026

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