Pavel Iakubovskii's repositories
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
classification_models
Classification models trained on ImageNet. Keras.
tta_wrapper
Test Time image Augmentation (TTA) wrapper for Keras model.
open-cities-challenge
First place solution for Open Cities DrivenData challenge
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
volumentations
Library for 3D augmentations
albumentations
fast image augmentation library and easy to use wrapper around other libraries
lightning-hydra-template
PyTorch Lightning + Hydra. A feature-rich template for rapid, scalable and reproducible ML experimentation with best practices. β‘π₯β‘
transformers
π€ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
accelerate
π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
accelerated_features
Implementation of XFeat (CVPR 2024). Do you need robust and fast local feature extraction? You are in the right place!
blog
Public repo for HF blog posts
docker-python
Kaggle Python docker image
DocRes
[CVPR 2024] DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks
huggingface_hub
The official Python client for the Huggingface Hub.
MONAI
AI Toolkit for Healthcare Imaging
silero-vad
Silero VAD: pre-trained enterprise-grade Voice Activity Detector