lucasjinreal/yolov7_d2
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
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.
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3,114
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Language
Python
License
GPL-3.0
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Last pushed
Nov 18, 2023
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