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A lightweight, scalable, and general framework for visual question answering (VQA) research

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OpenVQA

Documentation Status powered-by MILVLG

OpenVQA is a general platform for visual question ansering (VQA) research, with implementing state-of-the-art approaches (e.g., BUTD, MFH, BAN and MCAN) on different benchmark datasets like VQA-v2, GQA and CLEVR. Supports for more methods and datasets will be updated continuously.

Documentation

Getting started and learn more about OpenVQA here.

Benchmark and Model Zoo

Supported methods and benchmark datasets are shown in the below table. Results and models are available in MODEL ZOO.

VQA-v2 GQA CLEVR
BUTD
MFB
MFH
BAN
MCAN

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License

This project is released under the Apache 2.0 license.

Contact

This repo is currently maintained by Zhou Yu (@yuzcccc) and Yuhao Cui (@cuiyuhao1996).

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A lightweight, scalable, and general framework for visual question answering (VQA) research

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