AI Lab

This repo. contains my own impementations of various algorithms/ papers related to machine learning.

Disclaimer

This repo is just my own implementation of the various papers/ algorithms. The original research is not my work, and all the related work is linked

List of Implementations

NLP

• A Small LLM (Pytorch)
  • A small implementation of GPT-2 style LLM (from scratch) trained on wikipedia dataset.

Background Models

• Adaptive Background Model
• Three Frame Difference

Image Segmentation

• Kmeans++
• Mean Shift Algorithm

GANs

• MLP-GAN (Tensorflow)
• Conditional GAN (Tensorflow)
• Cycle GAN (Tensorflow)

3D Deep Learning

• Point Net (Pytorch)
• Point Net (Tensorflow)