metadata

license: mit
language:
  - en
metrics:
  - precision
  - recall
  - f1
base_model:
  - openmmlab/upernet-swin-base
tags:
  - image-segmentation
  - text-segmentation
  - text-detection
  - scene-text-detection

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.

Example

Evaluation Metrics

Metric	Tiny	Base
Precision	0.8352	0.8628
Recall	0.8411	0.8521
F-Score	0.8381	0.8574