Ruotian(RT) Luo

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

ImageCaptioning.pytorch. I decide to sync up this repo and self-critical.pytorch. (The old master is in old master branch for archive)

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

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

Image_Captioning_AI_Challenger. Code for AI Challenger contest. (Generating chinese image captions)

Transformer_Captioning. Use transformer for captioning

DiscCaptioning. Code for Discriminability objective for training descriptive captions(CVPR 2018)

baipiao_jianying. 白嫖剪映的语音识别（学习分享）

NeuralDialog-CVAE-pytorch. OpenEdge ABL

Faster-RCNN-Densecap-torch. Faster-RCNN based on Densecap(deprecated)

zsl-gcn-pth. zero-shot-gcn in pytorch

coco-caption. Jupyter Notebook

neuraltalk2-tensorflow. Neuraltalk2 in tensorflow

Context-aware-ZSR. Official code for paper Context-aware Zero-shot Recognition (https://arxiv.org/abs/1904.09320 to appear at AAAI2020)

GoogleConceptualCaptioning. Python

pytorch-mobilenet-from-tf. Mobilenet model converted from tensorflow

bottom-up-attention-ai-challenger. Jupyter Notebook

cider. python codes for CIDEr - Consensus-based Image Caption Evaluation

lmdbdict. A simple wrapper for lmdb. Support dict-like operations.

rtutils. Python

lazy_related_work. Python

refexp-comprehension. Referring expression comprehension on ReferIt(RefClef)

canada_us_visa_spotter. Python

meshed-memory-transformer. M²: Meshed-Memory Transformer for Image Captioning. CVPR 2020

neuraltalk2-resnet. Efficient Image Captioning code in Torch, runs on GPU, using Deep Residual Network (ResNet).

ruotianluo.github.io. SCSS

iep-ref. Inferring and Executing Programs for Visual Reasoning

bert-convert-to-pth. TensorFlow code and pre-trained models for BERT

renrenBackup. A backup tool for renren.com

deit-relative-att. Official DeiT repository

adaptis.pytorch. [ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829

neural-summ-cnndm-pytorch. neural abstractive summarization in pytorch on CNN/Daily Mail

coco-caption-old. Adds SPICE metric to coco-caption evaluation server codes

play_with_jax. My attempt to learn jax.

unsupervised_captioning. Code for Unsupervised Image Captioning

awesome-torch. A curated list of awesome Torch tutorials, projects and communities

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

detectorch. Detectorch - detectron for PyTorch

vae_captioning. Implementation of Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space

ssd.pytorch. A PyTorch Implementation of Single Shot MultiBox Detector

Detectron.pytorch. A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

ssds.pytorch. Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.

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

video-caption.pytorch. pytorch implementation of video captioning

trax. Trax — Deep Learning with Clear Code and Speed

one-key-hidpi. Enable macOS HiDPI and have a native setting.

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

cocoapi. COCO API - Dataset @ http://cocodataset.org/

end-to-end-negotiator. Deal or No Deal? End-to-End Learning for Negotiation Dialogues

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

EasyContext. Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.

SPICE. Semantic Propositional Image Caption Evaluation