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notebooks

A growing collection of computer-vision tutorials covering state-of-the-art models such as YOLO, SAM, Florence-2, PaliGemma and Qwen-VL, for tasks from object detection to OCR, runnable in Colab, Kaggle or SageMaker Studio Lab.

notebooks

This repository is a growing collection of computer-vision tutorials, teaching state-of-the-art models such as YOLOv11, SAM 2, SAM 3, Florence-2, PaliGemma 2 and Qwen2.5-VL for tasks ranging from object detection, segmentation and pose estimation to data extraction and OCR.

Each of the 61 model tutorials is a notebook that can be opened directly in Google Colab, Kaggle, or SageMaker Studio Lab, alongside complementary materials and a link to the model's own repository or paper. Notebooks cover fine-tuning models on custom datasets, zero-shot detection and segmentation, object tracking, and specialized tasks such as JSON data extraction and LaTeX OCR.

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    github.com

    Conway's Game of Life implemented to run directly from a 512-byte x86 boot sector in assembly, using VGA memory itself as the simulation grid.

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  • System Design Atlas

    atlas-sysdes.vercel.app

    A free reference of worked system design problems with interactive architecture diagrams, covering ranked designs such as a feed, a chat app, a URL shortener, and a rate limiter, plus pages on the technologies behind them.