Flickr30K, COCO

Flickr30K is a multimodal dataset containing images and text, used for training and validating algorithms that mine similarity between images and text. COCO is a large, rich image dataset primarily used for object detection, segmentation, and image captioning tasks.

Updated 6/30/2024

github

Description

LoRS: Low‑Rank Similarity Mining

Datasets

Flickr30K:
- Training set: link
- Validation set: link
- Test set: link
- Images: link
COCO:
- Training set: link
- Validation set: link
- Test set: link
- Images: link

Dataset Storage Structure

./distill_utils/data/
├── Flickr30k/
│   ├── flickr30k-images/
│   │   ├── 1234.jpg
│   │   └── ......
│   ├── results_20130124.token
│   └── readme.txt
└── COCO/
    ├── train2014/
    ├── val2014/
    └── test2014/

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Topics

Multimodal Learning

Computer Vision

Source

Organization: github

Created: 6/7/2024

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