Ray Li's repositories
image-caption-pytorch
image captioning with flikr8k dataset
satellite-cloud-segmentation
Repo for https://www.kaggle.com/c/understanding_cloud_organization
stanford-cs224n-sol
My solutions to cs224n assignments with numpy and pytorch
nn-visualization
saliency map, adversarial image, (gradient) class activation map
shopee-product-categorization
Shopee Code League 2020 image competition 7th place solution
character-level-RNN
Character level language model
fish-detection
The Nature Conservancy Fisheries Monitoring
dogs-vs-cats
Transfer learning for dogs vs cats recognition
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
electra
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
Fashion-AI-segmentation
dresses segmentation from any background
google-quest-challenge
solution for https://www.kaggle.com/c/google-quest-challenge
google_dl_udacity
Google's deep learning class in tensorflow
histopathologic-cancer-detection
cancer detection from histopathological images
imdb_sentiment
Sentiment analysis with various models
jigsaw-toxic-bias-reduction
unbiased toxicity detection from comments
jigsaw-toxic-comments
https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge
kaggle-ion-channel
repo for https://www.kaggle.com/c/liverpool-ion-switching
kaggle-redhat
Red hat dataset in kaggle competition
keras-cifar10
Cifar-10 image recognition using keras
NeuralStyle
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization https://arxiv.org/abs/1703.06868
ptt_scraper
Scraping from ptt board
pytorch-cifar-10
Various CNN models on cifar-10 with pytorch
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
PyTorch-Pretrained-ViT
Vision Transformer (ViT) in PyTorch
quora-insincere-questions-competition
kaggle text classification competition
stanford-cs231n-sol
My solutions to cs231n assignments with numpy and pytorch
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch