https://github.com/utkarsh-deshmukh/proteus
modular, scalable, and flexible network for image understanding
https://github.com/utkarsh-deshmukh/proteus
Last synced: 12 days ago
JSON representation
modular, scalable, and flexible network for image understanding
- Host: GitHub
- URL: https://github.com/utkarsh-deshmukh/proteus
- Owner: Utkarsh-Deshmukh
- License: mit
- Created: 2024-02-10T20:18:44.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-03-02T03:35:10.000Z (4 months ago)
- Last Synced: 2025-06-15T02:03:14.983Z (12 days ago)
- Language: Python
- Size: 146 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# proteus
modular, scalable, and flexible network for image understanding
# Code Structure:
This code base would be utilising plugin architecture to make the models dynamic and modular. In its barebone, the codebase would consist of 3 parts:
- Dataloaders: These make the data accessible for train/test.
- Backbone: This is the core feature extractor which generates image embeddings
- Heads: This is task specific. The task of a "head" would be user defined.
# Setup:
After cloning the repo, please run the commands to set up the environment:
Step[1]: Build and activate the virtual env and install pre-commit hooks:
```
sh build_venv.sh
source venv/bin/activate
pre-commit install
```