Seonkyu Park's repositories
pytorch-template
Simple project base template for PyTorch deep Learning project. Features clean implementation of DDP training and Hydra config.
DeepPainterlyHarmonization
pytorch implementation of deep painterly harmonization paper
Kaggle_Carvana_Image_Segmentation
Project repository approaching Carvana Image Masking Challenge dataset on Kaggle, with CNN based semantic segmentation.
albumentations
fast image augmentation library and easy to use wrapper around other libraries
Expression_Tree_Autodiff
Build simple computational graphs with backward automatic differentiation.
pytorch-summary
Model summary in PyTorch similar to `model.summary()` in Keras
deep-text-recognition-benchmark
Text recognition (optical character recognition) with deep learning methods.
DeepGuidedFilter
Official Implementation for Deep Guided Filter, CVPR 2018
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
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.
pytorch_AttnGAN
pytorch implementation of attention GAN: text to image generation
pytorch_DCGAN
pytorch implementation of DCGAN(Deep Convolutional Generative Adversarial Network)
SPIA2018_Final_Report
Repository containing final report tex files
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.