YOLOv2: Inplement in Tensorflow 2

Step-by-Step

yolov2.ipynb

1. Jupyter Notebook

   $ jupyter notebook

2. Colab

   

Prepare the Dataset for training

1. Please download the kangaroo dataset and put it into data folder. I already write a script for doing this, as flow:

   $ ./downloda_data.sh
   

2. parse voc and transfer to tfrecord.

   $ python3 voc_to_tfrecord.py

Download pre-trained Darknet weights

$ wget https://pjreddie.com/media/files/yolov2.weights -O model_data/yolov2.weights

Acknowledgments

• YAD2K
• keras-yolo2
• yolov3-tf2