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On March 26, 2018, CVer first tweeted: YOLOv3: You can’t miss it

On March 23, 2019, CVer tweeted: Blockbuster! Most complete YOLOv3 code collection (including TensorFlow/PyTorch and Keras, etc.)

Considering that it has been more than half a year since the last edition, the number of star for many projects should have changed a lot, and some libraries should still be updated, during which TensorFlow2 was launched, so this edition of the edition has been added tf2-YOLOv3.

YOLO series official source code is written in C language, the code is too “core”, many people used to do things in Python, so there are various based on the XXX framework of YOLOv3 reproductions online.

Amusi summarizes YOLOv3 replay codes based on different deep learning frameworks (which are considered to be good replay codes). For the convenience of CVers, the following content has been uploaded to Github synchronously:

Github.com/amusi/YOLO-…

The YOLOv3 code collection covers five commonly used deep learning frameworks:

  • TensorFlow (added TensorFlow2)
  • PyTorch
  • Keras
  • Caffe
  • MXNet

The main information includes whether training is supported and the number of stars

TensorFlow

1. Github.com/YunYang1994… Support Training (2070 STAR)

2. Github.com/wizyoung/YO… Support Training (978 STAR)

3. Github.com/zzh8829/yol…

4. Github.com/mystic123/t… Training not supported (687 STAR)

5. Github.com/maiminh1996… Support Training (276 STAR)

PyTorch

  1. Github.com/eriklindern… Support Training (3316 STAR)
  2. Github.com/ultralytics… Support Training (971 STAR)

There are APP versions of this version

YOLOv3 in PyTorch > ONNX > CoreML > iOS

3. Github.com/ayooshkathu… Training not supported (2400 STAR)

4. Github.com/ayooshkathu… Training not supported (1568 STAR)

5. Github.com/TencentYout… Support Training (1531 STAR)

6. Github.com/BobLiu20/YO… Support Training (463 STAR)

7. Github.com/DeNA/PyTorc… Support Training (280 STAR)

Keras

1. Github.com/qqwweee/ker… Support Training (4916 STAR)

2. Github.com/xiaochus/YO… No support for training (517 STAR)

3. Github.com/Adamdad/ker… Support Training (427 STAR)

Caffe

  1. Github.com/eric612/Mob… Support Training (601 STAR)
  2. Github.com/ChenYingpen… Unsupported training (294 STAR)
  3. Github.com/eric612/Caf… Support Training (167 STAR)

MXNet

  1. Github.com/dmlc/gluon-… Support Training (3328 STAR)

Note: The above content has been uploaded to github.com/amusi/YOLO-… , you can also click “Read the original article” to visit, welcome star!

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