TensorFlow-Augmentation

This repo provides a Augmentation using TensorFlow2.0 API.

Key Features

• Image classification
• Object detection
• Image Segmentation

Usage

Installation

pip install -r requirements.txt

Installed package

• TensorFlow2.0.0-rc1
• TensorFlow-addons
• Numpy
• Matplotlib
• OpenCV

Image classification

• Color Augmentation
• Flip Image
• Zoom Image
• Rotate Image

python classification_test.py

Object detection

Augmentation:

• Color Augmentation
• Flip Image
• Zoom Image
• Rotate Image

Detection Augmentation Example:

python detection_test.py