Laplacian-Pyramid-Reconstruction-and-Refinement-for-Semantic-Segmentation

Repository contains code and models for the method described in:

Golnaz Ghiasi, Charless C. Fowlkes, "Laplacian Pyramid Reconstruction and Refinement for Semantic Segmentation", ECCV 2016

Requirements

• pytorch >=0.3.0
• torchvision ==0.2.0
• Jupyter Notebook

Datset

• Pascal VOC

Pre-trained models

• Pre-trained models 32x LINK.
• Pre-trained Full Model LINK.

Usage

• To use pre-trained model download it using the links above and store it in folder "Model". Now, these models can be used using Visualization Notebook.
• For training the model just run the model LRRVGG16 Notebook.
• Visualization of results of pretrained/trained model can be done using Visualization Notebook.

Results

-                       Contributer: [Ashutosh Mishra, Shyam Nandan Rai]