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roboflow/notebooks

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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.

automatic-labeling-systemcomputer-visiondeep-learningdeep-neural-networksgoogle-colabimage-classificationimage-segmentationmachine-learningobject-detectionopen-vocabulary-detectionopen-vocabulary-segmentationpaligemmapytorchqwentutorialvlmyolov5yolov8zero-shot-classificationzero-shot-detection
Star9.7kFork1.5kWatch113Mở trên GitHub
  • Stars9.7k+6 tuần này
  • Forks1.5k
  • Watchers113
  • Issues66
  • Ngày tạo19/11/2022
  • Cập nhật gần nhất22/09/2026
  • Ngôn ngữJupyter Notebook
  • Giấy phép—
README.md227.7 KBRaw

👋 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!

🚀 model tutorials (61 notebooks)

notebook open in colab / kaggle / sagemaker studio lab complementary materials repository / paper
RF-DETR Keypoint Detection and Fine-Tuning Colab Kaggle GitHub
Object Detection with Google Gemini 3.5 Flash Colab Kaggle
How to Perform OCR with GLM-OCR Colab Kaggle YouTube 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 Roboflow YouTube GitHub arXiv
Zero-Shot Object Detection and Segmentation with Google Gemini 2.5 Colab Kaggle Roboflow arXiv
Fine-Tune RF-DETR on Object Detection Dataset Colab Kaggle Roboflow YouTube GitHub arXiv
Zero-Shot Object Detection and Segmentation with YOLOE Colab Kaggle Roboflow YouTube GitHub arXiv
Fine-Tune YOLOv12 on Object Detection Dataset Colab Kaggle Roboflow GitHub arXiv
Zero-Shot Object Detection with Qwen2.5-VL Colab Kaggle Roboflow YouTube GitHub arXiv
Fine-Tune Qwen2.5-VL for JSON Data Extraction Colab Kaggle YouTube GitHub arXiv
Fine-Tune PaliGemma2 on Object Detection Dataset Colab Kaggle Roboflow GitHub arXiv
Fine-Tune PaliGemma2 for JSON Data Extraction Colab Kaggle Roboflow GitHub arXiv
Fine-Tune PaliGemma2 for LaTeX OCR Colab Kaggle Roboflow GitHub arXiv
Fine-Tune SAM-2.1 Colab Kaggle Roboflow YouTube GitHub
Fine-Tune GPT-4o on Object Detection Dataset Colab Kaggle Roboflow YouTube
Fine-Tune YOLO11 on Object Detection Dataset Colab Kaggle Roboflow YouTube GitHub
Fine-Tune YOLO11 on Instance Segmentation Dataset Colab Kaggle Roboflow YouTube GitHub
Segment Images with SAM2 Colab Kaggle Roboflow YouTube GitHub arXiv
Segment Videos with SAM2 Colab Kaggle Roboflow YouTube GitHub arXiv
Fine-Tune RT-DETR on Object Detection Dataset
Đọc tiếp trên GitHub

Nội dung README thuộc về roboflow và cộng đồng đóng góp, giấy phép Không có giấy phép. Nguồn: github.com/roboflow/notebooks

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