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
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Tensor type
I64
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