Skip to content

[detection] model training iteration with extended multilingual dataset#1604

Description

@felixdittrich92

馃殌 The feature

Retrain detection models from scratch with the updated augmentation pipeline & multilingual extended detection dataset

  • db_mobilenet_v3_large
  • db_resnet50
  • db_resnet34
  • linknet_resnet18
  • linknet_resnet34
  • linknet_resnet50
  • fast_tiny (can be ported to TF @felixdittrich92 )
  • fast_small (can be ported to TF @felixdittrich92)
  • fast_base (can be ported to TF @felixdittrich92)

args:

--rotation
--save_interval
--epochs 20

benchmarks: @felixdittrich92

goal:

  • Improved results on non latin text
  • Model robustness and improvements on edge cases like:

#1535
#1547
#1562
#1570
#1795

Activity

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Type

Projects

No projects

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions