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Yechan Kim's Projects

labelimg icon labelimg

πŸ–οΈ LabelImg is a graphical image annotation tool and label object bounding boxes in images

learnable-image-resizing icon learnable-image-resizing

TF 2 implementation Learning to Resize Images for Computer Vision Tasks (https://arxiv.org/abs/2103.09950v1).

maskcov icon maskcov

Datasets and Code for MaskCOV (accepted in Pattern Recognition)

parameter-free-loss icon parameter-free-loss

A PyTorch implementation of "Parameter-Free Loss for Class-Imbalanced Deep Learning in Image Classification"

person_search icon person_search

Pytorch implementation for CVPR 2017 "Joint Detection and Identification Feature Learning for Person Search"

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)

repdistiller icon repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

resize_network_cv icon resize_network_cv

PyTorch implementation of the paper "Learning to Resize Images for Computer Vision Tasks" on Imagenette and Imagewoof datasets

sla icon sla

Self-supervised Label Augmentation via Input Transformations (ICML 2020)

srgan icon srgan

Unofficial Implementation for "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Model"

svhnclassifier-pytorch icon svhnclassifier-pytorch

A PyTorch implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)

tensorflow_object_counting_api icon tensorflow_object_counting_api

πŸš€ The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

tourist-identification-v1 icon tourist-identification-v1

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