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ai4medlife_imaging_2021

a repo for the course "AI for Medicine and Life Sciences - AI for Image and Video Data" (fall term 2021) at the COMPUTE research school, Lund University (https://www.compute.lu.se/).

aics

Course material for Artificial Intelligence: Cognitive systems course (LT2308/LT2318)

colorwords

Experiments on emerging color terms from interacting agents learning to communicate using RL

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

deepgaze

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

dlib

A toolkit for making real world machine learning and data analysis applications in C++

gazeml

Gaze Estimation using Deep Learning, a Tensorflow-based framework.

human-sensing

This repository contains software related to human sensing

laser-eye

Gaze Estimation via Deep Neural Networks

lt2212-v19-a2

LT2212 V19 Assignment 2

lt2222-v21-a2

monai

AI Toolkit for Healthcare Imaging

opencv_zoo

Model Zoo For OpenCV DNN and Benchmarks.

pink-workshop-api-start

Pink Programming FastAPI workshop - START HERE

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

pytorch_mpiigaze_demo

Gaze estimation using MPIIGaze and MPIIFaceGaze

training

training materials related to data science and artificial intelligence, especially for life scientists

transbts

This repo provides the official code for : 1) TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/abs/2103.04430) , accepted by MICCAI2021. 2) TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images(https://arxiv.org/abs/2201.12785).

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch