Projects in Awesome Lists by clementapa
A curated list of projects in awesome lists by clementapa .
https://github.com/clementapa/celebfaces_attributes_classification
This repository is related to a project of the Introduction to Numerical Imaging (i.e, Introduction à l'Imagerie Numérique in French), given by the MVA Masters program at ENS-Paris Saclay. It was entirely build from scratch and contains code in PyTorch Lightning to train and then use a neural network for image classification. We used it to create a classifier allowing semantic attributes classification of faces with the dataset CelebA-HQ.
celeba-dataset computer-vision deep-learning image-classification multi-label-classification python pytorch-lightning vision-transformer
Last synced: 06 May 2025
https://github.com/clementapa/prostate-cancer-image-classification
Deep Learning for medical imaging kaggle challenge for the MVA master 2021-2022. Classification of ISUP grades from Whole Slide Images.
cancer-detection classification deep-learning image-classification kaggle-competition medical-imaging whole-slide-imaging
Last synced: 07 May 2025
https://github.com/clementapa/cots_detection
Building an object detector to protect the Great Barrier Reef: Kaggle challenge TensorFlow - Help Protect the Great Barrier Reef.
computer-vision deep-learning faster-rcnn kaggle-competition object-detection python retinanet
Last synced: 07 May 2025
https://github.com/clementapa/english_language_learning_nlp_transformers
For me, the goal of this project was to handle transformers fine tuning by implementing and applying optimization training techniques using limited computational resources.
deep-learning fine-tuning nlp python pytorch pytorch-lightning regression training-optimization transformer
Last synced: 30 Mar 2025