ternaus

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

numpy

The fundamental package for scientific computing with Python.

Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

pip

The Python package installer

mockoon

Mockoon is the easiest and quickest way to run mock APIs locally. No remote deployment, no account required, open source.

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

data-augmentation-review

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

imageio

Python library for reading and writing image data

six

Python 2 and 3 compatibility library

decorator

decorator

Random-Erasing

Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

Cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

FDA

Fourier Domain Adaptation for Semantic Segmentation

annotated-types

Reusable constraint types to use with typing.Annotated

pypinfo

Easily view PyPI download statistics via Google's BigQuery.

augraphy

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

pycln

A formatter for finding and removing unused import statements.

top-pypi-packages

A regular dump of the most-downloaded packages from PyPI

FuzzTypes

Pydantic extension for annotating autocorrecting fields.

mkdocs-minify-plugin

A mkdocs plugin to minify the HTML of a page before it is written to disk.

kaggle-asl-fingerspelling-1st-place-solution

1st place solution to the Google - American Sign Language Fingerspelling Recognition competition

cocoapi

Contains the "pycocotools" package on PyPI. Changes made to the official cocoapi about packaging.

KANO

Code and data for the Nature Machine Intelligence paper "Knowledge graph-enhanced molecular contrastive learning with functional prompt".

wheat

Wheat Detection challenge on Kaggle

PlanckianJitter

Planckian Jitter data augmentation procedure from "Planckian jitter: enhancing the color quality of self-supervised visual representations".

dither

Learning dithering algorithms by implementing them in Python

logfire-pycon-2024

albumentations.ai

Static site generator for albumentations.ai

albucore

A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for developers working in computer vision who require efficient and scalable image augmentation.

nbmetaclean