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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

autogan

[ICCV 2019] AutoGAN: Neural Architecture Search for Generative Adversarial Networks

ban-vqa

Bilinear attention networks for visual question answering

bert

TensorFlow code and pre-trained models for BERT

bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

bottom-up-attention-vqa

An efficient PyTorch implementation of the winning entry of the 2017 VQA Challenge.

clevr-iep

Inferring and Executing Programs for Visual Reasoning

coco-caption-w-spice-py3

coco-caption-w-spice-py3 is for evaluating coco captioning results with spice metrics. support python3

darts

Differentiable architecture search for convolutional and recurrent networks

detectron.pytorch

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

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

gitskills

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

hiecoattenvqa

incubator-singa

Mirror of Apache Singa (Incubating)

iqan

Visaul Question Generation as Dual Task of Visual Question Answering (PyTorch Version)

learngit

mynotes

notes

n2nmn

Code release for Hu et al. Learning to Reason: End-to-End Module Networks for Visual Question Answering. in ICCV, 2017

neuralbabytalk

Pytorch code of for our CVPR 2018 paper "Neural Baby Talk"

nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

pythia

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

vqa-keras-visual-question-answering

Visual Question Answering task written in Keras that answers questions about images

vqa-mcb

vqa-mfb

vqa-mfb.pytorch

vqa.pytorch

Visual Question Answering in Pytorch

vqa_demo

Visual Question Answering Demo on pretrained model