lucasjinreal/yolov7_d2

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

49
/ 100
Emerging

Integrates multiple detection architectures (DETR, YOLOX, anchor-free variants) and vision transformers (Swin, PVT, ConvNext) within Detectron2's framework, enabling seamless backbone swapping and multi-task extensions like keypoint detection and instance segmentation. Supports ONNX export and TensorRT deployment for transformer-based models, with built-in training utilities including advanced augmentations (Mosaic, GridMask) and loss functions (CIoU, GFL) from recent SOTA detectors.

3,114 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 23 / 25

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Stars

3,114

Forks

474

Language

Python

License

GPL-3.0

Last pushed

Nov 18, 2023

Commits (30d)

0

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