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Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

1.0.0

1 year ago

1.0.0 - 2022-12-01

First ever release of Roboflow Notebooks 💜!

🚀 Added

notebook open in colab / kaggle / sagemaker studio lab complementary materials repository
YOLOv7 PyTorch Object Detection Colab Kaggle Roboflow YouTube GitHub
YOLOv7 PyTorch Object Detection OpenVINO + TorchORT Colab Kaggle Roboflow GitHub
MT-YOLOv6 PyTorch Object Detection Colab Kaggle Roboflow YouTube GitHub
YOLOv5 PyTorch Object Detection Colab Kaggle Roboflow YouTube GitHub
YOLOv5 PyTorch Classification Colab Kaggle Roboflow YouTube GitHub
YOLOv5 PyTorch Instance Segmentation Colab Kaggle SageMaker Roboflow YouTube GitHub
Detection2 PyTorch Instance Segmentation Colab Kaggle Roboflow YouTube GitHub
SegFormer PyTorch Instance Segmentation Colab Kaggle Roboflow YouTube GitHub
Vision Transformer PyTorch Classification Colab Kaggle Roboflow YouTube
Scaled-YOLOv4 PyTorch Object Detection Colab Kaggle Roboflow YouTube GitHub
YOLOS PyTorch Object Detection Colab Kaggle Roboflow YouTube GitHub
YOLOR PyTorch Object Detection Colab Kaggle Roboflow YouTube GitHub
YOLOX PyTorch Object Detection Colab Kaggle Roboflow YouTube GitHub
Resnet34 fast.ai Classification Colab Kaggle Roboflow YouTube
OpenAI Clip PyTorch Classification Colab Kaggle Roboflow YouTube GitHub
YOLOv4-tiny Darknet Object Detection Colab Kaggle Roboflow YouTube GitHub

🏆 Contributors

@FrancescoSaverioZuppichini, @yeldarby, @hansent and @SkalskiP

The biggest thanks, however, go to all those who created content - prepared Notebooks, wrote blogs and produced YouTube videos.