https://github.com/athityakumar/lucy
Kinda sounds like "Loosely see"
https://github.com/athityakumar/lucy
Last synced: 11 months ago
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Kinda sounds like "Loosely see"
- Host: GitHub
- URL: https://github.com/athityakumar/lucy
- Owner: athityakumar
- Created: 2019-03-11T23:54:38.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2019-04-28T20:05:46.000Z (about 7 years ago)
- Last Synced: 2024-10-18T23:12:26.975Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 35.9 MB
- Stars: 2
- Watchers: 3
- Forks: 0
- Open Issues: 1
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Metadata Files:
- Readme: README.md
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README
# Lucy
### Introduction
Lucy is a smart region proposer for existing Convolutional Neural Network (CNN) architectures, that incorporates soft computing methodologies like Genetic Algorithm (GA) & Particle Swarm Optimization (PSO) to provide better region proposals than conventional selective search algorithm.
### TODOs
- [x] Isolate `GA` class methods from `Regions` class
- [x] Figure out a better architecture for easily changing fitness functions
- [x] Figure out how to handle mutations trying to overgrow original image
- [x] Try out PSO-based region proposer
- [x] Add fitness function-1
- [ ] Add fitness function-2
- [x] Fix the velocity update sanitizer function
- [ ] Write an evaluator script, that runs for whole corpus and integrates with CNN pipeline
- [x] Write a CLI script, that makes it easy to run for a sample image