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arduino

building_area_est

building_area_estimation

A web interface outputs area of buildings in a given satellite image.

cat_or_notcat

A Logistic Regression model built from scratch to predict if an image is of a "Cat" or not.

exercise_rep_counter

Made a rep counter for knee bend exercise using pose estimation (mediapipe) and OpenCV.

gpt2

Build GPT-2 from scratch and train it

miniprojects

Contains small basic python programs

mnist_gan

Generate fake handwritten digit samples using generative adversarial networks trained on MNIST dataset.

mnist_neural_network_from_scratch

Created a general multilayer perceptron class using only NumPy and then used it to train MNIST dataset.

opencv_air_draw

smol-gpt

Built a small (22M params) GPT 2 like model from scratch and trained it on Wikitext103 dataset.

speaking-doc

A LLM+RAG based application, which enables users to chat with text documents (txt, pdf, docx).

test_website

test

tinypets

Minimal JS interface to an image classifer

trackmania_self_driving_car

trackmania_self_driving_car_opencv

To automate the car in Trackmania racing game using lane detection.

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite