Deep-Learning-Problems

• 00 Numpy Tutorial

• 01 ANN (Only using Numpy)

• 02 CNN (Only using Numpy)

• 03 RNN (Only using Numpy)

• 04 Pytorch - Classification (Resnet model from scratch)

• 05 Pytorch - Regression (basics)

• 06 Transformer - Monocular Depth Estimation (using transformer library and pre-trained model)

• 07 Transformer - Translation using Attention Mechanism (from scratch)

• 08 Transformer - Stable Duffision using Attention Mechanism (from scratch but pre-trained model weights used for inference)

• 09 Transformer - Segment Anything Model (working....)