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Chinmay Dattanand Kuchinad's Projects

deep-learning icon deep-learning

Implementing supervised and unsuperverised deep learning techniques like ANN,CNN,RNN, self organizing maps, boltzmann machines, autoencoders . Datasets used include the inbuilt CIFAR10, MNIST datasets along with custom dataset.

ee541_final_project_group_24 icon ee541_final_project_group_24

This repository includes files needed to run an American sign language recognition system using custom built CNN and a hand tracking module.

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

finetuning_stable_diffusion_xl icon finetuning_stable_diffusion_xl

Finetuning the stable diffusion XL model using Dreambooth and LoRA and then using tricks like gradient checkpointing, mixed-precision, and 8-bit Adam to reduce complex hardware dependencies

gans icon gans

Implementing Generative Adversarial Networks in accordance with coursera's GAN specialization.

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