lucasjinreal/yolov7_d2

Health v2 · maintenance only

Adoption not part of the score

3109 stars · 467 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A detectron2-based implementation of YOLOv7 that extends YOLO-style detection to instance segmentation, keypoint detection, and multi-head vision models, with TensorRT/ONNX deployment support. It also supports other SOTA detectors like DETR, DINO, YOLOX, and YOLOv6 for painless training.

Use cases

• train a custom YOLO object detection model
• run instance segmentation with YOLO
• deploy YOLO models with TensorRT acceleration
• detect faces with YOLO
• build multi-head detection models like pose estimation
• convert YOLO models to ONNX for inference

When to avoid

• you need the official YOLOv7 implementation or its latest research updates
• you need actively maintained software - the project has been quiet since late 2023
• you want a non-GPL license for commercial products

Facets

library · maturity maintenance

machine-learning computer-vision image-processing computer-vision deep-learning machine-learning image-processing python object-detection yolo detectron2 instance-segmentation tensorrt onnx transformers detr model-training inference gpu linux

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