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zylo117/Yet-Another-EfficientDet-Pytorch

A PyTorch implementation of EfficientDet, a family of object detection models, with pretrained weights and benchmark performance.

5.2k stars Jupyter Notebook Computer VisionML Frameworks
Yet-Another-EfficientDet-Pytorch
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This repository provides a PyTorch re-implementation of Google’s EfficientDet object detection architecture. It includes implementations of multiple EfficientDet variants (D0-D7) with BiFPN (Bidirectional Feature Pyramid Network) backbones. The project offers pretrained weights, training scripts, and benchmark results comparing against the official implementation, focusing on real-time detection performance and accuracy metrics like mAP.

Frequently asked

What is zylo117/Yet-Another-EfficientDet-Pytorch?
A PyTorch implementation of EfficientDet, a family of object detection models, with pretrained weights and benchmark performance.
Is Yet-Another-EfficientDet-Pytorch open source?
Yes — zylo117/Yet-Another-EfficientDet-Pytorch is open source, released under the LGPL-3.0 license.
What language is Yet-Another-EfficientDet-Pytorch written in?
zylo117/Yet-Another-EfficientDet-Pytorch is primarily written in Jupyter Notebook.
How popular is Yet-Another-EfficientDet-Pytorch?
zylo117/Yet-Another-EfficientDet-Pytorch has 5.2k stars on GitHub.
Where can I find Yet-Another-EfficientDet-Pytorch?
zylo117/Yet-Another-EfficientDet-Pytorch is on GitHub at https://github.com/zylo117/Yet-Another-EfficientDet-Pytorch.

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