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ImageNet-1K
ImageNet-1K data download, processing for using as a datasetAutoAugment_Detection
Unofficial Pytorch implementation of the paper 'Learning Data Augmentation Strategies for Object Detection'2020_NIPA
2020 NIPA 인공지능 문제해결 경진대회 (예선 1등, 본선 1개 종목 1등)Gumbel_Softmax
Unofficial Pytorch implementation of the paper 'Categorical Reparameterization with Gumbel-Softmax' and 'The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables'DeconvNet
DeconvNet Implementation with Pytorch and tested on PASCAL VOC 2012 SegmentationAI_Papers
AI Papers Brief Summary including CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, AAAI, Arxiv, ...awesome-ai-courses
Awesome free AI courses available on YouTubeDeepLab_v1
DeepLab v1 Implementation with PytorchAI_basic
AI basic courseAlexNet
Unofficial Pytorch implementation of the paper 'ImageNet Classification with Deep Convolutional Neural Networks' experiment on CIFAR-10Faster_RCNN
Unofficial Pytorch implementation of the paper 'Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks' experiment on PASCAL VOC 2007RandAugment
Unofficial Pytorch implementation of the paper 'RandAugment: Practical automated data augmentation with a reduced search space' experiment on CIFAR-10 with WideResNet 28-10FCN
FCN Implementation with Pytorch and tested on PASCAL VOC 2012 SegmentationAutoAugment
Unofficial Pytorch implementation of the paper 'AutoAugment: Learning Augmentation Strategies From Data' experiment on CIFAR-10 with WideResNet 28-10Python_tutorial
Python Tutorials for BeginnersAAI5003_NLP
Deep Learning for Natural Language Processing, Yonsei University, 2020DeepLab_v2
DeepLab v2 Implementation with PytorchNIN
Unofficial Pytorch implementation of the paper 'Network In Network' experiment on CIFAR-10DCGAN
Unofficial Pytorch implementation of the paper 'Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks' experiment on CelebAiMat_Fashion_2018
iMaterialist Challenge on fashion at FGVC5, CVPR 2018EEE4423_CV
Advanced Signal Processing, Yonsei University, 2020Paper_Download
Download Paperssaliency_map
Unofficial Pytorch implementation of the paper 'Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps' experiment on ImageNet-1KZFNet
Unofficial Pytorch implementation of the paper 'Visualizing and Understanding Convolutional Networks' experiment on CIFAR-10ResNet
ResNet Implementation with Pytorch and tested on CIFAR10Love Open Source and this site? Check out how you can help us