https://github.com/tlesort/generative_training
https://github.com/tlesort/generative_training
Last synced: 8 months ago
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- Host: GitHub
- URL: https://github.com/tlesort/generative_training
- Owner: TLESORT
- Created: 2017-09-21T15:04:14.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2018-07-04T11:44:19.000Z (almost 8 years ago)
- Last Synced: 2025-01-03T10:11:45.804Z (over 1 year ago)
- Language: Python
- Size: 9.72 MB
- Stars: 3
- Watchers: 4
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Training Discriminative Models to Evaluate Generative Ones
Mnist Results.
Fashion-Mnist results.
## Instruction
The version of the code used for the paper is : [This One](https://github.com/TLESORT/Generative_Training/tree/dc332d4061f9a2cc3c1adae93d31ca0abf847b77)
To reproduce results from the paper execute :
```
cd script
./test_todo.sh
```
However be carefull before launching it. to reproduce the whole results you will need long time. With a single GPU I think you will need at least two or three weeks ....
# Code Inspired by Github Repo
GAN : [pytorch-generative-model-collections](https://github.com/znxlwm/pytorch-generative-model-collections)
Mnist Classifier : [Pytorch Example](https://github.com/pytorch/examples/tree/master/mnist)
cifar10 (model):[Pytorch Tutorial](https://github.com/pytorch/tutorials)
Fashion Mnist (model) : [fashion-mnist-pytorch](https://github.com/mayurbhangale/fashion-mnist-pytorch/blob/master/CNN_Fashion_MNIST.ipynb)v
# SOTA classifiers architecture
[classification_datasets_results](http://rodrigob.github.io/are_we_there_yet/build/classification_datasets_results.html)
[fashion-mnist](https://github.com/zalandoresearch/fashion-mnist)