Add FAST #35476
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Add FAST #35476
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everything matching! |
qubvel
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Feb 17, 2025
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| ## Overview | ||
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| Fast model proposes an accurate and efficient scene text detection framework, termed FAST (i.e., faster | ||
| arbitrarily-shaped text detector). | ||
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| FAST has two new designs. (1) We design a minimalist kernel representation (only has 1-channel output) to model text | ||
| with arbitrary shape, as well as a GPU-parallel post-processing to efficiently assemble text lines with a negligible | ||
| time overhead. (2) We search the network architecture tailored for text detection, leading to more powerful features | ||
| than most networks that are searched for image classification. | ||
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| ## FastConfig | ||
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We would need code snippet and some picture here
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will leave this till the end yeah!
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What does this PR do?
This PR adds FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation.
It should be merged after the first pr for its backbone, textnet, is merged: #34979
Colab to replicate the author's logits: https://colab.research.google.com/drive/1bdkNiRI2bl7rBcgGYXe2UeobX78TUGYY?usp=sharing
What's left: