Jasonlee1995

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'

Gumbel_Softmax

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

awesome-ai-courses

Awesome free AI courses available on YouTube

AlexNet

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

DeepLab_v1

DeepLab v1 Implementation with Pytorch

AutoAugment

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

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

FCN

FCN Implementation with Pytorch and tested on PASCAL VOC 2012 Segmentation

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

DCGAN

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

DeepLab_v2

DeepLab v2 Implementation with Pytorch

LeetCode_Python

LeetCode Python Solution

saliency_map

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

ZFNet

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

Jasonlee1995.github.io

CV Blog

AI_projects

Batch_Augmentation

Unofficial Pytorch implementation of the paper 'Augment Your Batch: Improving Generalization Through Instance Repetition' experiment on CIFAR-10 with WideResNet 28-10

Binarized_MNIST

Download Binarized MNIST with Python

CoordConv

Unofficial Pytorch implementation of the paper 'An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution' experiment on Regression Dataset

Cutout

Unofficial Pytorch implementation of the paper 'Improved Regularization of Convolutional Neural Networks with Cutout' experiment on CIFAR-10

DeepLab_v3

DeepLab_v3 Implementation with Pytorch

Dilation

Dilation Implementation with Pytorch

example_forgetting

Unofficial Pytorch implementation of the paper 'An Empirical Study of Example Forgetting during Deep Neural Network Learning' experiment on ImageNet-1K

guided_backpropagation

Unofficial Pytorch implementation of guided backpropagation

Jasonlee1995

GitHub profile

MoCo_v2

Unofficial Pytorch implementation of the paper 'Improved Baselines with Momentum Contrastive Learning' experiment on ImageNet-1K

Programmers_answer

Programmers Answer with Python

Python_Cookbook

Frequently used specific python library

speechbrain

A PyTorch-based Speech Toolkit