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Alex Parinov's Projects

albumentations icon albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

caffe-model icon caffe-model

Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks

django-social-widgets icon django-social-widgets

Django app for easy embedding social network widgets and plugins into your site. Supports Facebook, Twitter, Google+, YouTube, Instagram and Pinterest.

imgaug icon imgaug

Image augmentation for machine learning experiments.

kaggle-carvana icon kaggle-carvana

Solution for the Carvana Image Masking Challenge on Kaggle. It uses a custom version of RefineNet with Squeeze-and-Excitation modules implemented in PyTorch. It was a part of the final ensemble that was ranked 23 out of 735 teams (top 4%).

kaggle-cdiscount icon kaggle-cdiscount

Solution for Cdiscount’s Image Classification Challenge on Kaggle (37th place, top 6%).

opencv icon opencv

Open Source Computer Vision Library

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

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