https://github.com/rayniel95/erecog
Simple ethnicity classifier using transfer learning with VGG. // unfinished
https://github.com/rayniel95/erecog
artificial-intelligence artificial-neural-networks artificialintelligence deep-learning deeplearning-ai ethnicity-classifier fairface-dataset jupyter-notebook keras machine-learning machinelearning machinelearning-python neural-networks notebook-jupyter numpy pandas-python python python3 sckit-learn
Last synced: 14 days ago
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Simple ethnicity classifier using transfer learning with VGG. // unfinished
- Host: GitHub
- URL: https://github.com/rayniel95/erecog
- Owner: rayniel95
- Created: 2021-01-30T22:37:21.000Z (about 5 years ago)
- Default Branch: model_develop
- Last Pushed: 2021-04-14T15:30:36.000Z (about 5 years ago)
- Last Synced: 2025-06-03T23:56:28.328Z (11 months ago)
- Topics: artificial-intelligence, artificial-neural-networks, artificialintelligence, deep-learning, deeplearning-ai, ethnicity-classifier, fairface-dataset, jupyter-notebook, keras, machine-learning, machinelearning, machinelearning-python, neural-networks, notebook-jupyter, numpy, pandas-python, python, python3, sckit-learn
- Language: Jupyter Notebook
- Homepage:
- Size: 10.7 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# About
Simple ethnicity classifier using FairFace dataset and convolutional networks.
# How to execute notebook?
Download FairFace dataset in https://github.com/dchen236/FairFace with padding=0.25. Extract it inside ./code/Datasets/FairFace/. Download the train and validation labels and copy to ./code/Datasets/FairFace/.
Run the model_experiments.ipynb selecting the cells with the models to train.
# Requirements
See requirements.txt