SegNet

Paper

Link: https://arxiv.org/abs/1511.00561

Architecture

Tests and Results

Run Notebook

Optimizer	Time(s)/batch
SGD	30
Adam	23

Demo Video

All the frames are resized into 224x224 size. Link to the video demo.mp4

Dependencies

Package	Version
Tensorflow	2.9.2
Matplotlib	3.2.2
Numpy	1.21.6

References

1. https://github.com/PavlosMelissinos/enet-keras
2. https://github.com/ykamikawa/tf-keras-SegNet
3. https://github.com/toimcio/SegNet-tensorflow
4. https://github.com/kulkarnikeerti/SegNet-Semantic-Segmentation
5. https://github.com/preddy5/segnet
6. https://github.com/alexgkendall/SegNet-Tutorial.git