cs230-project
Stanford CS230: Deep Learning Class Project
Science Score: 26.0%
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○CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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○Scientific vocabulary similarity
Low similarity (11.0%) to scientific vocabulary
Keywords
Repository
Stanford CS230: Deep Learning Class Project
Basic Info
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
cs230-project
Laundry Image Classification
This repo's origin is a class project for Stanford CS230 Deep Learning.
On the left and right you will see the output of a ResNet50 we fully trained.
The left image is only trained on one dataset (small),
the right image is trained on two datasets (small + full).
Please see the data directory for more information on the datasets available.
Explanation of left images:
- Label: {predicted class} {prediction probability}% ({true class})
- Blue text: correct prediction
- Red text: incorrect prediction
Explanation of right images:
- Blue bars: true class
- Grey bars: other
- Red bars (if present): incorrect prediction
Developers
This project was developed using Python 3.8.
Getting Started
Here is how to create a virtual environment to work with this repo:
bash
python -m venv venv
source venv/bin/activate
python -m pip install --upgrade pip setuptools
python -m pip install -r requirements.txt
Including Code QA Tooling
We love quality code! If you do too, run these commands after creating the environment:
bash
python -m pip install -r requirements-qa.txt
pre-commit install
Debugging with tensorboard
Here is how you kick off tensorboard:
bash
tensorboard --logdir training
Afterwards, go to its URL: http://localhost:6006/.
Owner
- Name: James Braza
- Login: jamesbraza
- Kind: user
- Location: San Francisco Bay Area, CA, USA
- Company: AI Research @Future-House
- Website: jamesbraza.com
- Repositories: 45
- Profile: https://github.com/jamesbraza
Just a man eating spaghetti
GitHub Events
Total
Last Year
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 0
- Total pull requests: 37
- Average time to close issues: N/A
- Average time to close pull requests: 1 minute
- Total issue authors: 0
- Total pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 0.0
- Merged pull requests: 37
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
Pull Request Authors
- jamesbraza (36)