https://github.com/piraytekinz/tora

Tora is an image to video model built using the pix2pix GAN architecture.
https://github.com/piraytekinz/tora

convolutional-neural-networks deep-learning deep-neural-networks image-translation machine-learning machine-learning-algorithms machine-learning-python machinelearning pix2pix-tensorflow python tensorflow

Last synced: 3 months ago
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Tora is an image to video model built using the pix2pix GAN architecture.

• Host: GitHub
• URL: https://github.com/piraytekinz/tora
• Owner: Piraytekinz
• Created: 2025-03-15T19:01:12.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2025-03-15T22:08:33.000Z (3 months ago)
• Last Synced: 2025-03-15T22:25:45.334Z (3 months ago)
• Topics: convolutional-neural-networks, deep-learning, deep-neural-networks, image-translation, machine-learning, machine-learning-algorithms, machine-learning-python, machinelearning, pix2pix-tensorflow, python, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 0 Bytes
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Tora

Tora is an image to video model built using the pix2pix GAN architecture.

The idea is to train a GAN model which translates the image of a particular frame to the next frame continuously,

where the predicted, generated or translated frame becomes the data for predicting the next frame.

audio to image.py - Loads the audio into an array and dumps it into a pickle file.

chekc.py - A file for performing various image processing techniques on the images to enhance performance.

image to audio.py - Meant for collecting the stored audio arrays and transforming them into audio files.

main.py - In main, we're collecting the frames from a specific movie and using it as training data for the model.

test-model.py - Loads and tests the saved generator model.

Unfortunately, I'm not able to upload the models because of their size.