Repositories
GuillaumeErhard/segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
GuillaumeErhard/Supervised_contrastive_loss_pytorch
Independent implementation of Supervised Contrastive Loss. Straight to the point and beyond
GuillaumeErhard/pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
GuillaumeErhard/maRIO---A-remote-controlled-rover-MyRIO-LabView-
A program to control remotly a robot, with a PC or an Ipad via wifi, and done under Labview and the National Instrument app. This project was done at the end of my bachelor degree, in a team of 5 person that I led. I also did 95 % of the code you can see here, as the woodworking necessary.
GuillaumeErhard/ImageSetCleaner
Semi-supervised tool for cleaning image dataset , using deep learning.
GuillaumeErhard/keras-retinanet
Keras implementation of RetinaNet object detection.
GuillaumeErhard/DPED
Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
GuillaumeErhard/keras-preprocessing
Utilities for working with image data, text data, and sequence data.
GuillaumeErhard/Neural-Network-visualisation-with-MATLAB
A deepening of the exercice n°4 from the Andrew Ng course, to study the effect of the size of a neural net, see how it converge, through iterations.
GuillaumeErhard/scikit-image
Image Processing SciKit (Toolbox for SciPy)