manu-chauhan / topgun

Extended Computer Vision Deep Learning based repo

DAWN OF THE TRANSFORMERS

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how to interpret the repo:

1. Each session has it's own dedicated directory with a a README file, which would help to give an overview for that session.

2. minigrad is an attempt to understand and have a minimalistic Auto-grad engine with capability to develop full working Neural Networks. Inspired from Andrej Karpathy's micrograd. Will keep understanding and adding more operations along with features as I go along.

3. Extra resources like images or gifs would go under resources folder

4. Experiments will hold notebooks for sometimes session based tests or something different, but will revolve around CV.

VisionX: The main source for structured and modularised code, for ease of use and out of the box experimentation, work in progress

TODO:

1. Complete README for all existing session dirs
2. Improve main README
3. Implement Backward pass for minigrad and add more operations.