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Machine Learning Engineering Open Book

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Google Research

A novel algorithm about laser line segment extraction using 2D laser data.

A ROS package that extracts line segments from LaserScan messages.

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Python sample codes for robotics algorithms.

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

Visualizer for neural network, deep learning and machine learning models

Public facing notes page

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

Class notes for CS 131.

📚 Solutions to Introduction to Algorithms Third Edition

Dear ImGui: Bloat-free Graphical User interface for C++ with minimal dependencies

Curated list of project-based tutorials

🎓 Path to a free self-taught education in Computer Science!