MaitrySinha21/Unet_Segmentation_Replace_ImageBackground-coloring-mask

Unet_Segmentation_with_Replace-Background-color-mask-etc

our requirements:-

cuda: 11.1

cudnn: 8.1.0

tensorflow-gpu: 2.7.0

keras: 2.7.0

python: 3.7.5

opencv-python: 4.5.5

Dataset Link - https://drive.google.com/drive/folders/1azha3QqFnT6M-Zgdu2KXWZGuB5aXpWR7?usp=sharing

Unet Model-Structure -

Results -

1. Car image segmentation

2. Fashion image segmentation

3. Hiphop image segmentation

4. Pet image segmentation

Car data Accuracy-Loss -

Hiphop data Accuracy-Loss -