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1. Devanagri-character-generator Devanagri-character-generator Public

   Generate alphabets and numbers from devnagri script using GAN and its different variations

   Python

2. Image-segmentation-by-pretrained-ResNet50 Image-segmentation-by-pretrained-ResNet50 Public

   I did semantic segmentation on a custom dataset by the pretrained resNet50 model in PyTorch. I also did a comparative analysis of model(resNet50) configuration with and without skip connections

   Jupyter Notebook

3. transformer-from-scratch transformer-from-scratch Public

   I built the original transformer encoder and decoder in PyTorch as outlined in the paper "Attention is all you need""

   Python

4. neural-network-in-numpy neural-network-in-numpy Public

   I made a Multi Layer Perceptron(Neural Network) in numpy

   Python

5. custom-gpt2-tokenizer custom-gpt2-tokenizer Public

   I built a gpt-2 style tokenizer that can be trained on any .txt data to generate tokens

   Python

6. transliteration-of-Names transliteration-of-Names Public

   I performed the task of sequence-to-sequence mapping using 3 generation of Encoder-Decoder architectures namely RNN, LSTM and Transformers

   Python