Image-Colorization

This project is an extension of the colorization problem solved as part of UMass COMPSCI 689 course I took in Fall 2023.

Data

The data for this problem as of yet is private and currently not hosted anywhere. Will post a drive link for it soon

Project best model - this section here is for describing the best model

Project results - this section here is for describing the results of the different models and ablation studies.

Sr.No	Model	Parameters	Accuracy	Loss	Remarks
Col 1	Col 2	Col 3	Col 4	Col 5	Col 6

Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
common		common
dataloading		dataloading
experiments		experiments
models		models
output		output
preprocess		preprocess
transforms		transforms
visualization		visualization
.gitignore		.gitignore
Index.ipynb		Index.ipynb
Index_bc.py		Index_bc.py
README.md		README.md
index.py		index.py
project-structure.md		project-structure.md
requirements.txt		requirements.txt
run.yaml		run.yaml