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camelyon17

PyTorch implementation for Camelyon17 (Breast Tumor Classification)

colmap

COLMAP - Structure-from-Motion and Multi-View Stereo

cpp_homeworks

evo

Python package for the evaluation of odometry and SLAM

face-detection

Knowledge hub on face detection methods

face-embeddings

fingerprintimagequality

MiDeCon: Minutia Detection Confidence for Unsupervised and Accurate Minutia and Fingerprint Quality Assessment

generalized_icp

Project on the Generalized ICP method for point cloud matching. (Part of MVA point cloud course)

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

micrograd-tutorial

models

Models and examples built with TensorFlow

moderngl

Modern OpenGL binding for python

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

niivue-fork

a WebGL2 based medical image viewer. Supports over 30 formats of volumes and meshes.

niivue-ui-fork

The React Material UI interface for NiiVue

nnunet

ofiq-project

Open Source Facial Image Quality

opencv-mtcnn

An implementation of MTCNN Face detector using OpenCV's DNN module

orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

pt-femb-face-embeddings

Implementation of related angular-margin-based classification loss functions for training (face) embedding models: SphereFace, CosFace, ArcFace and MagFace.

pytorch-image-classification

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

semantic-kitti-api

SemanticKITTI API for visualizing dataset, processing data, and evaluating results.

skinclass

Skin Cancer Classification on iPhone using ISIC2018 Dataset

stable-diffusion-playground

Playground for Stable Diffusion

torchmetrics

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

whisper.cpp

Port of OpenAI's Whisper model in C/C++