Discover @Jasonlee1995 Open Source projects

Jason Lee (@Jasonlee1995)

Jasonlee1995

Stars
166
Global Rank 142,549 (Top 5 %)
Followers 48
Following 6
Registered over 5 years ago
Most used languages

Jupyter Notebook
76.2 %

Python
23.8 %
Location 🇰🇷 South Korea
Country Total Rank 1,667
Country Ranking

Jupyter Notebook
149

Python
652

ImageNet-1K

ImageNet-1K data download, processing for using as a dataset

AutoAugment_Detection

Unofficial Pytorch implementation of the paper 'Learning Data Augmentation Strategies for Object Detection'

Jupyter Notebook

2020_NIPA

2020 NIPA 인공지능 문제해결 경진대회 (예선 1등, 본선 1개 종목 1등)

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Gumbel_Softmax

Unofficial Pytorch implementation of the paper 'Categorical Reparameterization with Gumbel-Softmax' and 'The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables'

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DeconvNet

DeconvNet Implementation with Pytorch and tested on PASCAL VOC 2012 Segmentation

AI_Papers

AI Papers Brief Summary including CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, AAAI, Arxiv, ...

awesome-ai-courses

Awesome free AI courses available on YouTube

DeepLab_v1

DeepLab v1 Implementation with Pytorch

Jupyter Notebook

AI_basic

AI basic course

AlexNet

Unofficial Pytorch implementation of the paper 'ImageNet Classification with Deep Convolutional Neural Networks' experiment on CIFAR-10

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Faster_RCNN

Unofficial Pytorch implementation of the paper 'Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks' experiment on PASCAL VOC 2007

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RandAugment

Unofficial Pytorch implementation of the paper 'RandAugment: Practical automated data augmentation with a reduced search space' experiment on CIFAR-10 with WideResNet 28-10

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FCN

FCN Implementation with Pytorch and tested on PASCAL VOC 2012 Segmentation

AutoAugment

Unofficial Pytorch implementation of the paper 'AutoAugment: Learning Augmentation Strategies From Data' experiment on CIFAR-10 with WideResNet 28-10

Jupyter Notebook

Python_tutorial

Python Tutorials for Beginners

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AAI5003_NLP

Deep Learning for Natural Language Processing, Yonsei University, 2020

DeepLab_v2

DeepLab v2 Implementation with Pytorch

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NIN

Unofficial Pytorch implementation of the paper 'Network In Network' experiment on CIFAR-10

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DCGAN

Unofficial Pytorch implementation of the paper 'Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks' experiment on CelebA

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iMat_Fashion_2018

iMaterialist Challenge on fashion at FGVC5, CVPR 2018

LeetCode_Python

LeetCode Python Solution

EEE4423_CV

Advanced Signal Processing, Yonsei University, 2020

Paper_Download

Download Papers

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saliency_map

Unofficial Pytorch implementation of the paper 'Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps' experiment on ImageNet-1K

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ZFNet

Unofficial Pytorch implementation of the paper 'Visualizing and Understanding Convolutional Networks' experiment on CIFAR-10

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ResNet

ResNet Implementation with Pytorch and tested on CIFAR10

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