tensorflow 2 implemetation of yolo 3 with backbone extensions
Project description
Ultrayolo
Tensorflow 2 implementation of yolo version 3. You only look once (YOLO) is a state-of-the-art, real-time object detection system
Features
Ultrayolo implements YOLO object detection paper with the following backbones:
Darknet: the original architecture
ResNet: ResNet50V2, ResNet101V2, ResNet152V2
DenseNet: DenseNet121, DenseNet169, DenseNet201
MobileNetV2: MobileNetV2
Free software: Apache Software License 2.0
Documentation: https://ultrayolo.readthedocs.io.
TODO
[ ] add support to tf.data to load datasets
[ ] add mean average precision evaluation script
Credits
This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.
