yolov3 Real Time Object Detection in tensorflow 2.2
Emad Boctor
emadbo2tor at gmail.com
Tue May 26 21:44:31 EDT 2020
Hello, I would like to share with you my implementation of yolov3 object detector in tensorflow 2.2 https://github.com/emadboctorx/yolov3-keras-tf2
Features
tensorflow-2.X--keras-functional-api
cpu-gpu support
Random weights and DarkNet weights support
csv-xml annotation parsers.
Anchor generator.
`matplotlib` visualization of all stages.
`tf.data` input pipeline.
`pandas` & `numpy` data handling.
`imgaug` augmentation pipeline
`logging` coverage.
All-in-1 custom trainer.
Stop and resume training support.
Fully vectorized mAP evaluation.
`labelpix` support.
Photo & video detection
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