Pinned Repositories
contrastive-reconstruction
Tensorflow-keras implementation for Contrastive Reconstruction (ConRec) : a self-supervised learning algorithm that obtains image representations by jointly optimizing a contrastive and a self-reconstruction loss.
collabovid
ad-histopathology
AI-based Anomaly Detection for Clinical-Grade Histopathological Diagnostics
contrastive-reconstruction
Tensorflow-keras implementation for Contrastive Reconstruction (ConRec) : a self-supervised learning algorithm that obtains image representations by jointly optimizing a contrastive and a self-reconstruction loss.
keras-vis
Neural network visualization toolkit for keras
pathology-worked-through
This is the code for the first worked-through example: Cancer classification from images in our paper Explainable AI for Precision Pathology. We will train a model to classify different colorectal patches into tissue classes.
SSL_pytorch
Self-Supervised Learning Method
starter-hugo-academic
🎓 Hugo Academic Theme 创建一个学术网站. Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify.
politrack-web
thingsvision
Python package for extracting representations from state-of-the-art computer vision models
jonasd4's Repositories
jonasd4/pathology-worked-through
This is the code for the first worked-through example: Cancer classification from images in our paper Explainable AI for Precision Pathology. We will train a model to classify different colorectal patches into tissue classes.
jonasd4/ad-histopathology
AI-based Anomaly Detection for Clinical-Grade Histopathological Diagnostics
jonasd4/contrastive-reconstruction
Tensorflow-keras implementation for Contrastive Reconstruction (ConRec) : a self-supervised learning algorithm that obtains image representations by jointly optimizing a contrastive and a self-reconstruction loss.
jonasd4/keras-vis
Neural network visualization toolkit for keras
jonasd4/SSL_pytorch
Self-Supervised Learning Method
jonasd4/starter-hugo-academic
🎓 Hugo Academic Theme 创建一个学术网站. Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify.