GitHub - powerplayer9/Semantic-Segmentaion-Using-CNNs: Analyzing the performance of different types of convolutional filters for image segmentation purposes.

Semantic-Segmentaion-Using-CNNs

Analyzing the performance of different types of convolutional filters for image segmentation purposes.

Dataset: CityScapes

Input Resolution: 512 x 256 x 3

GPU: NVIDIA Tesla K20c

Gradient Update Method:

First 10 Epoch:AdaGrad

After 10 Epoch:SGD

mIoU on Test Dataset

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
__pycache__		__pycache__
utils		utils
README.md		README.md
cityscapes.py		cityscapes.py
duc_hdc.py		duc_hdc.py
fcn8s.py		fcn8s.py
generate_outputs.py		generate_outputs.py
train.py		train.py
unet.py		unet.py