Ludovic Trottier's starred repositories
open-metric-learning
Metric learning and retrieval pipelines, models and zoo.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
nlp_overview
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
PySimpleGUI
Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.
pytorch-optimizer
torch-optimizer -- collection of optimizers for Pytorch
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
public-apis
A collective list of free APIs
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
open-images-dataset
Open Images is a dataset of ~9 million images that have been annotated with image-level labels and bounding boxes spanning thousands of classes.
awesome-deep-text-detection-recognition
A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.
research-charnet
CharNet: Convolutional Character Networks
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
waae-pytorch
Wasserstein Adversarial Autoencoder Pytorch
keras-pyramid-pooling-module
An implementation of the Pyramid Pooling Module as a Keras layer.