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autoalbument

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

bench_models

Бенчмарк инференса разных моделек из timm.

easyjson

Fast JSON serializer for golang.

efficientdet

EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow

efficientdet-pytorch

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

exif-py

Easy to use Python module to extract Exif metadata from digital image files.

image-format-benchmark

Бенчмарк скорости чтения и декодирования разных форматов хранения изображения разными библиотеками.

jigsawpuzzlesolver

keras-applications

Reference implementations of popular deep learning models.

keras-models

Images with Keras applications. Suitable for choosing layers for freezing. Useful for complex models such as NASNet.

keras-retinanet

Keras implementation of RetinaNet object detection.

mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

mnist

multi-loader-processor

Шаблон кастомного даталоадера

mysql-tarantool-proxy

Proxy to send SQL requests from MySQL clients to Tarantool. Not finished version.

neural-dream

PyTorch implementation of DeepDream algorithm

preprocessing-benchmark

Бенчмарк скорости препроцессинга изображений разными либами

pytorch-deep-dream

Minimal PyTorch implementation of Deep Dream

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

style-based-gan-pytorch

Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch

stylegan-images

Images generated by StyleGAN with lite mapping network 512, 4, 4, 4, 4, 4, 4, 512 instead of 8x512.

sync

Golang library for Taooka distributed lock manager

tcplanz

TCPDump latency analyzer

torchio

Medical image preprocessing and augmentation toolkit for deep learning. Part of the PyTorch Ecosystem.

whisper

Robust Speech Recognition via Large-Scale Weak Supervision