Detecting available rooftop area from satellite images to install photovoltaic panels - LESO-PB Lab @ EPFL

Pytorch ViT for Image classification on the CIFAR10 dataset

Example codes in the medium post titled "Optuna meets Weights and Biases."

This is an implementation of the U-Net model from the paper, U-Net: Convolutional Networks for Biomedical Image Segmentation.

Official development code of the Automatic Scoring of Atopic Dermatitis (ASCORAD) by Legit.Health 🩺🤖

Scanned Paper Rotation Correction using PyTorch to automatically correcting the orientation of scanned paper documents between -45° , 45°

Learning semantic embeddings from OSM data: A Pytorch implementation of the loc2vec general method outlined in: https://sentiance.com/loc2vec-learning-location-embeddings-w-triplet-loss-networks.

cyro-EM-denoising-pytorch-v1 (an iterative approach based on siamese network and clustering)

Apply REINFORCE algorithm

Official implementation of "Dual-Curriculum Teacher for Domain-Inconsistent Object Detection in Autonomous Driving" (DucTeacher). [BMVC 2022]

Multiple Sclerosis EDSS score detection using Deep Learning

VinBERT is a Vietnamese language model using VLLM architecture, optimized for NLP tasks with distributed training on AWS SageMaker.

Final thesis of the Msc in Data Science from University of Barcelona

Matrix Capsules experiment on German Traffic Sign Recognition Benchmark (GTSRB)

Representation Learning - RNN, GRU and Mutli-headed attention transformers

一个简单GAN的小例子，实现特定曲线的生成

Simple AI agent that beats the classic game "Snake".

Colorizing black and white Images using Autoencoders

Deep Reinforcement Learning using pytorch - Bananas