Théo VIEL

nvidia-kaggle. NVIDIA Kaggle Plugin gives agents end-to-end Kaggle competition workflows through a single skill, nvidia-kaggle-skill. It can gather competition context, study public writeups and notebooks, reproduce kernels locally, submit to competitions, and manage Ka

vscode-fast-kaggle. VS Code Extension for Kaggle

llm-docstring-generator. Python

Diversity-Sampling. GPU-accelerated algorithm for subsampling datasets while preserving diversity

globox. A package to read and convert object detection datasets (COCO, YOLO, PascalVOC, LabelMe, CVAT, OpenImage, ...) and evaluate them with COCO and PascalVOC metrics.

nobuco. Pytorch to Keras/Tensorflow/TFLite conversion made intuitive

LoFTR. Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021, T-PAMI 2022

push-kaggle-dataset. Github action to upload datasets to kaggle

DOCC10_challenge_MVA. Dyni Odontocete Click Classification Challenge 2020

cellpose. a generalist algorithm for cellular segmentation with human-in-the-loop capabilities

mmdetection. OpenMMLab Detection Toolbox and Benchmark

torchio. Medical imaging processing for AI applications.

Weighted-Boxes-Fusion. Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

yolov5. Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

HubMap. Kaggle HubMap

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

rfcx-kaggle. 23rd place solution Kaggle Rainforest Connection Species Audio Detection (https://www.kaggle.com/c/rfcx-species-audio-detection/discussion/220972)

TensorFlowTTS. :stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)

3D-ResNets-PyTorch. 3D ResNets for Action Recognition (CVPR 2018)

pytorch-i3d. Python

mmaction2. OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

pytorch-CycleGAN-and-pix2pix. Image-to-Image Translation in PyTorch

contrastive-unpaired-translation. Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

efficientdet-pytorch. A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

tabnet. PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

PlaneModel. PlaneModel environment for RL

jupyter-notifier. A Browser Extension That Notifies You When Jupyter Notebook Code Cells Terminate

mva-reinforcementlearning. Coursework for Reinforcement Learning

graph-sokoban. MVA Graph for ML projet

segmentation_models.pytorch. Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

transformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

pytorch.sngan_projection. An unofficial PyTorch implementation of SNGAN (ICLR 2018) and cGANs with projection discriminator (ICLR 2018).

sngan_projection. GANs with spectral normalization and projection discriminator

pro_gan_pytorch. Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"

ACGAN-PyTorch. Python

pytorch-MNIST-CelebA-cGAN-cDCGAN. Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

ganhacks. starter from "How to Train a GAN?" at NIPS2016