Antonin Vidon's repositories
anvdn.github.io
Website.
BreastHistopathology
Classification project aiming at predicting whether a breast tissue patch (scanned at x40) is cancerous.
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.
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.
SurgicalPhaseRecognition
Developed phase recognition models based on MobileNetV2 to classify frames from Hernia surgery videos.
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
Using visualization to put to the test some intuitive insights between energy consumption and human development.