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Detailed comments in yolo_v1.py, which will be helpful for understanding the program.

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zjcanjux/yolo_v1-tensorflow

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YOLO_V1_Tensorflow

YOLO_V1 Tensorflow version

The folder includes train, test phase, and detailed comments in yolo_v1.py.

Installation

  1. Clone yolo_v1_tensorflow repository

    $ git clone https://github.com/zjcanjux/yolo_v1_tensorflow.git
    $ cd yolo_v1_tensorflow
  2. Download Pascal VOC dataset, and create correct directories

    $ ./download_data.sh
  3. Download YOLO_small weight file and put it in data/weight

  4. Modify configuration in yolo/config.py

  5. Training

    $ python yolo_v1train.py
  6. Test

    $ python yolo_v1test.py

Requirements

  1. Tensorflow

  2. OpenCV

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Detailed comments in yolo_v1.py, which will be helpful for understanding the program.

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