ultrayolo 0.7.0

tensorflow 2 implemetation of yolo 3 with backbone extensions

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.

History