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indic-text-detection – AI Model by QuickHawk | AlphaNeural AI
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QuickHawk
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indic-text-detection
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pytorch
safetensors
image-segmentation
text-segmentation
text-detection
scene-text-detection
en
openmmlab/upernet-swin-base
finetune
mit
us
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Model Card for indic-text-detection
This model preicts the binary map for a given scene image. The binary map shows the location of text regions.
Model Details
This model extends
openmmlab/upernet-swin-base
and performs binarization which generates the segmentation map.
Proposed_Model.jpg
Example
Detection_Anamoly_2.jpg
Evaluation Metrics
Metric
Tiny
Base
Precision
0.8352
0.8628
Recall
0.8411
0.8521
F-Score
0.8381
0.8574