eriklindernoren/PyTorch-YOLOv3

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

7440 stars · 2589 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A minimal PyTorch implementation of YOLOv3 supporting training, inference, and evaluation, with compatibility for YOLOv4 and YOLOv7 weights. It is installable via pip as a library and provides CLI tools for detection, training, and testing.

Use cases

• run object detection on images with yolo
• train a custom yolo object detection model in pytorch
• evaluate yolo model mAP on COCO
• load yolov3 or yolov4 weights in pytorch
• integrate yolo detection into a python project

When to choose

• you want a lightweight, readable YOLOv3 implementation in PyTorch
• you need to train or fine-tune YOLO on custom datasets
• you want pip-installable YOLO with CLI tools

When to avoid

• you need the latest YOLO architectures or best performance
• you want a production-grade maintained detection framework
• you need non-GPL licensing

Facets

library · maturity maintenance

computer-vision image-processing machine-learning deep-learning cli computer-vision machine-learning deep-learning image-processing python cli cross-platform yolo object-detection pytorch darknet yolov3 yolov4 yolov7 gpu

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markdown · JSON · MCP: product_card(name="eriklindernoren/PyTorch-YOLOv3")