Vision Lab

Akhil Devarashetti

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This repo contains implementations of few Computer Vision solutions like classification, object detection, etc.

TODO:

• VQVAE
• BSQ-VAE
• Binary bits classification instead of multi-class
• Classification with cosine similarity
• Gaussian NLL Loss for distribution prediction instead of regression.
• Diffusion (DDPM)
• GANs
• Style Transfer
• Moving average weights compared to final checkpoint.
• Adversarial Training
• Mid-Training Model Growth
• [ ]