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Antonin Vidon's Projects

breasthistopathology icon breasthistopathology

Classification project aiming at predicting whether a breast tissue patch (scanned at x40) is cancerous.

breasthistopathologyresnet icon breasthistopathologyresnet

I went back to my previous project and experimented with custom ResNet architectures. The classification task aims at predicting whether a breast tissue patch (scanned at x40) is cancerous.

covid19retweetprediction icon covid19retweetprediction

We carried out thematic clustering and differential prediction of number of retweets with Gradient Boosting and Quantile regression. We also performed text embedding with Bidirectional Encoder Representations (BERT, Google) for deep prediction with TensorFlow

energyhumandevelopment icon energyhumandevelopment

Using visualization to put to the test some intuitive insights between energy consumption and human development.

goyav icon goyav

An R package meant to create animated gifs from a dynamic interface.

pix2pix icon pix2pix

This repo contains our attempt to replicate the results of pix2pix on the 'Facades' dataset as well on a dataset we created from Country211 data.

robustasr icon robustasr

Robust Generalization in Automatic Speech Recognition: wav2vec 2.0 and Whisper

squeezeandexcitationnetworks icon squeezeandexcitationnetworks

Implementation of SE-ResNet, SE-ResNeXt and SE-InceptionV3 from scratch and comparison of the results obtained for CIFAR-10, CIFAR-100 and Tiny ImageNet with the original paper.

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