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1. AnnotationToolkit AnnotationToolkit Public

   AnnotationToolKit is an open-source Python app for creating object detection datasets. Extract video frames, annotate images, and export in popular format. Built with PyQt5, it's lightweight, intui…

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2. PointNet-pytorch PointNet-pytorch Public

   An easy-to-follow PyTorch implementation of PointNet (Qi et al., 2017). This project was built for learning purposes, with the goal of keeping the implementation clear, well-documented, and reprodu…

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3. BigramLanguageModel BigramLanguageModel Public

   This project contains a Bigram Language Model and custom tokenizers, all implemented from scratch. The repository is intended as a hands-on way to learn and experiment with NLP concepts.

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4. TinyLLM_LanguageModelFromScratch TinyLLM_LanguageModelFromScratch Public

   A small language model built from scratch in PyTorch utilizing transformers. Trained on WikiText-2 with character- and word-level tokenization. Educational project to explore embeddings, positional…

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5. DL-DepthEstimation DL-DepthEstimation Public

   Transform 2D images into 3D worlds using deep learning. This small project explores monocular depth estimation and 3D point cloud generation from a single image.

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6. RAGAgent-Local RAGAgent-Local Public

   An lightweight Local RAG Agent, fully local retrieval-augmented generation pipeline: ingest → chunk → embed → store (Chroma) → retrieve → generate using Ollama via LangChain. Includes a simple PyQt…

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