Pinned Repositories
albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
autoalbument
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
django-social-widgets
Django app for easy embedding social network widgets and plugins into your site. Supports Facebook, Twitter, Google+, YouTube, Instagram and Pinterest.
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
Solution for Cdiscount’s Image Classification Challenge on Kaggle (37th place, top 6%).
kaggle-speech-recognition
Solution for TensorFlow Speech Recognition Challenge on Kaggle (125th place, top 10%)
pytorch-cnn-finetune
Fine-tune pretrained Convolutional Neural Networks with PyTorch
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
creafz's Repositories
creafz/pytorch-cnn-finetune
Fine-tune pretrained Convolutional Neural Networks with PyTorch
creafz/django-social-widgets
Django app for easy embedding social network widgets and plugins into your site. Supports Facebook, Twitter, Google+, YouTube, Instagram and Pinterest.
creafz/kaggle-speech-recognition
Solution for TensorFlow Speech Recognition Challenge on Kaggle (125th place, top 10%)
creafz/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%).
creafz/kaggle-cdiscount
Solution for Cdiscount’s Image Classification Challenge on Kaggle (37th place, top 6%).
creafz/awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
creafz/awesome-deep-vision
A curated list of deep learning resources for computer vision
creafz/awesome-deeplearning-resources
Deep Learning and deep reinforcement learning research papers and some codes
creafz/awesome-computer-vision
A curated list of awesome computer vision resources
creafz/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
creafz/albumentations
Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/
creafz/awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
creafz/django-paginated-modelformset
An attempt to add pagination to Django Model Formsets
creafz/pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
creafz/python-addthis
A Python wrapper for the AddThis Analytics API
creafz/pyv4l2
simple v4l2 lib for python3
creafz/albumentations-experimental-test
creafz/albumentations_examples
Augmentations usage examples for albumentations library
creafz/albumentations_experimental
# Albumentations Experimental Experimental functionality for albumentaions library.
creafz/alpine-linter
Alpine image with Python and linting and formatting tools
creafz/caffe-model
Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks
creafz/imgaug
Image augmentation for machine learning experiments.
creafz/opencv
Open Source Computer Vision Library
creafz/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.