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albumentations

fast image augmentation library and easy to use wrapper around other libraries

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

deepguidedfilter

Official Implementation for Deep Guided Filter, CVPR 2018

deeppainterlyharmonization

pytorch implementation of deep painterly harmonization paper

expression_tree_autodiff

Build simple computational graphs with backward automatic differentiation.

fastmatrixmultiplication

c++ implementation of matrix class from scratch, basic operations and strassen's algorithm for matrix multiplication.

feedback-alignment-pytorch

Implementation of feedback alignment learning in PyTorch

kaggle_carvana_image_segmentation

Project repository approaching Carvana Image Masking Challenge dataset on Kaggle, with CNN based semantic segmentation.

kaggle_tgs_salt_identification

mnist_png

MNIST converted to PNG format

multivariate_polynomials

Class definition of Polynomial with multiple variables with overloaded operations. Incomplete implementation of Buchberger's algorithm to find Groebner's basis

nn-template

Generic template to bootstrap your PyTorch project with PyTorch Lightning, Hydra, W&B, DVC, and Streamlit.

pmtd

Pyramid Mask Text Detector designed by SenseTime Video Intelligence Research team.

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

pytorch-template

Simple project base template for PyTorch deep Learning project. Features clean implementation of DDP training and Hydra config.

pytorch_attngan

pytorch implementation of attention GAN: text to image generation

pytorch_dcgan

pytorch implementation of DCGAN(Deep Convolutional Generative Adversarial Network)

recommendation_with_rnn

spia2018_cycle_gan

spia2018_final_report

Repository containing final report tex files

sunqpark.github.io

synthtext

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

tedeval

TedEval: A Fair Evaluation Metric for Scene Text Detectors

tensorflow

An Open Source Machine Learning Framework for Everyone

tiou-metric-python3

TIoU metric in python3. Forked from https://github.com/Yuliang-Liu/TIoU-metric.

vae_mnist

pytorch implementation of simple VAE with mnist dataset