8000 [detection / classification] Train upcoming detection architecture & orientation models · Issue #1459 · mindee/doctr · GitHub
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[detection / classification] Train upcoming detection architecture & orientation models #1459
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#1948
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[detection / classification] Train upcoming detection architecture & orientation models#1459
#1948
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framework: pytorchRelated to PyTorch backendframework: tensorflowRelated to TensorFlow backendmodule: modelsRelated to doctr.modelstopic: character classificationRelated to the task of character classificationtopic: text detectionRelated to the task of text detectiontype: enhancementImprovement
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0.12.0
@felixdittrich92

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@felixdittrich92
felixdittrich92
opened on Feb 9, 2024

🚀 The feature

FAST - Detection model

PyTorch:

  • fast_tiny
  • fast_small
  • fast_base

TF:

  • fast_tiny
  • fast_small
  • fast_base

Orientation models:

Train-Skripts:
https://github.com/mindee/doctr/blob/main/references/classification/train_pytorch_orientation.py
https://github.com/mindee/doctr/blob/main/references/classification/train_tensorflow_orientation.py

TF & PT Crop: (with the recognition dataset)

  • mobilenet_v3_small_orientation (running)

TF & PT Page: (with the detection dataset)

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    framework: pytorchRelated to PyTorch backendframework: tensorflowRelated to TensorFlow backendmodule: modelsRelated to doctr.modelstopic: character classificationRelated to the task of character classificationtopic: text detectionRelated to the task of text detectiontype: enhancementImprovement

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