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Multimodal

https://github.com/multimodal/multimodal

A collection of multimodal datasets, and visual features for VQA and captionning in pytorch. Just run "pip install multimodal"

Features

>>> from multimodal.features import COCOBottomUpFeatures
>>> bottomup = COCOBottomUpFeatures(features="trainval_36", dir_data="/tmp")
>>> image_id = 13455
>>> feats = bottomup[image_id]
>>> print(feats.keys())
['image_w', 'image_h', 'num_boxes', 'boxes', 'features']
>>> print(feats["features"].shape)  # numpy array
(36, 2048)

Available features are COCOBottomUpFeatures

>>> from multimodal.features import COCOBottomUpFeatures
>>> bottomup = COCOBottomUpFeatures(features="trainval_36", dir_data="/tmp")
>>> image_id = 13455
>>> feats = bottomup[image_id]
>>> print(feats.keys())
['image_w', 'image_h', 'num_boxes', 'boxes', 'features']
>>> print(feats["features"].shape)  # numpy array
(36, 2048)

Multimodal Similar Projects List

MIT License

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MIT

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BSD-2-Clause License

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MIT License

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GPL-3.0

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MIT

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MIT License

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Apache-2.0

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