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Ruotian(RT) Luo's Projects

phrasecutdataset icon phrasecutdataset

Dataset API for "PhraseCut: Language-based Image Segmentation in the Wild"

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

promptpapers icon promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

pytorch-1 icon pytorch-1

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-adain icon pytorch-adain

Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]

pytorch-faster-rcnn icon pytorch-faster-rcnn

pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

pytorch-maml icon pytorch-maml

PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400

pytorch-pretrained-bert icon pytorch-pretrained-bert

πŸ“–The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

pytorch-resnet icon pytorch-resnet

Convert resnet trained in caffe to pytorch model. (group norm resnet is provided too)

rcf-pytorch icon rcf-pytorch

Richer Convolutional Features for Edge Detection model in pytorch

rdm icon rdm

Easily set Mac Retina display to higher unsupported resolutions

self-critical.pytorch icon self-critical.pytorch

Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning. and others.

seq2seq icon seq2seq

A general-purpose encoder-decoder framework for Tensorflow

spice icon spice

Semantic Propositional Image Caption Evaluation

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

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