Pinned Repositories
2020_NIPA
2020 NIPA 인공지능 문제해결 경진대회 (예선 1등, 본선 1개 종목 1등)
AlexNet
Unofficial Pytorch implementation of the paper 'ImageNet Classification with Deep Convolutional Neural Networks' experiment on CIFAR-10
AutoAugment_Detection
Unofficial Pytorch implementation of the paper 'Learning Data Augmentation Strategies for Object Detection'
awesome-ai-courses
Awesome free AI courses available on YouTube
DeconvNet
DeconvNet Implementation with Pytorch and tested on PASCAL VOC 2012 Segmentation
DeepLab_v1
DeepLab v1 Implementation with Pytorch
Gumbel_Softmax
Unofficial Pytorch implementation of the paper 'Categorical Reparameterization with Gumbel-Softmax' and 'The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables'
ImageNet-1K
ImageNet-1K data download, processing for using as a dataset
Jasonlee1995.github.io
CV Blog
LeetCode_Python
LeetCode Python Solution
Jasonlee1995's Repositories
Jasonlee1995/ImageNet-1K
ImageNet-1K data download, processing for using as a dataset
Jasonlee1995/AutoAugment_Detection
Unofficial Pytorch implementation of the paper 'Learning Data Augmentation Strategies for Object Detection'
Jasonlee1995/Gumbel_Softmax
Unofficial Pytorch implementation of the paper 'Categorical Reparameterization with Gumbel-Softmax' and 'The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables'
Jasonlee1995/awesome-ai-courses
Awesome free AI courses available on YouTube
Jasonlee1995/AlexNet
Unofficial Pytorch implementation of the paper 'ImageNet Classification with Deep Convolutional Neural Networks' experiment on CIFAR-10
Jasonlee1995/DeepLab_v1
DeepLab v1 Implementation with Pytorch
Jasonlee1995/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
Jasonlee1995/AutoAugment
Unofficial Pytorch implementation of the paper 'AutoAugment: Learning Augmentation Strategies From Data' experiment on CIFAR-10 with WideResNet 28-10
Jasonlee1995/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
Jasonlee1995/FCN
FCN Implementation with Pytorch and tested on PASCAL VOC 2012 Segmentation
Jasonlee1995/DCGAN
Unofficial Pytorch implementation of the paper 'Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks' experiment on CelebA
Jasonlee1995/DeepLab_v2
DeepLab v2 Implementation with Pytorch
Jasonlee1995/LeetCode_Python
LeetCode Python Solution
Jasonlee1995/saliency_map
Unofficial Pytorch implementation of the paper 'Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps' experiment on ImageNet-1K
Jasonlee1995/ZFNet
Unofficial Pytorch implementation of the paper 'Visualizing and Understanding Convolutional Networks' experiment on CIFAR-10
Jasonlee1995/Jasonlee1995.github.io
CV Blog
Jasonlee1995/AI_projects
Jasonlee1995/Batch_Augmentation
Unofficial Pytorch implementation of the paper 'Augment Your Batch: Improving Generalization Through Instance Repetition' experiment on CIFAR-10 with WideResNet 28-10
Jasonlee1995/Binarized_MNIST
Download Binarized MNIST with Python
Jasonlee1995/CoordConv
Unofficial Pytorch implementation of the paper 'An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution' experiment on Regression Dataset
Jasonlee1995/Cutout
Unofficial Pytorch implementation of the paper 'Improved Regularization of Convolutional Neural Networks with Cutout' experiment on CIFAR-10
Jasonlee1995/DeepLab_v3
DeepLab_v3 Implementation with Pytorch
Jasonlee1995/Dilation
Dilation Implementation with Pytorch
Jasonlee1995/example_forgetting
Unofficial Pytorch implementation of the paper 'An Empirical Study of Example Forgetting during Deep Neural Network Learning' experiment on ImageNet-1K
Jasonlee1995/guided_backpropagation
Unofficial Pytorch implementation of guided backpropagation
Jasonlee1995/Jasonlee1995
GitHub profile
Jasonlee1995/MoCo_v2
Unofficial Pytorch implementation of the paper 'Improved Baselines with Momentum Contrastive Learning' experiment on ImageNet-1K
Jasonlee1995/Programmers_answer
Programmers Answer with Python
Jasonlee1995/Python_Cookbook
Frequently used specific python library
Jasonlee1995/speechbrain
A PyTorch-based Speech Toolkit