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tf-nutrition-table-1.0
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@raphael0202 raphael0202 released this 09 Sep 14:53
· 8 commits to master since this release
tf-nutrition-table-1.0
fc3c37b

Nutrition table detection model, trained at 2019-12-03. The model detects the following objects:

  • nutrition-table
  • nutrition-table-small
  • nutrition-table-small-energy
  • nutrition-table-text

Training and validation data (TFRecords files) can be found in data.zip. Before train-val split, the dataset was obtained by merging 3 annotated datasets on the annotation interface:

  • nutrition-table-1
  • Nutrition table (Sagar)
  • nutrition-table-2

Tensorflow SavedModel files can be found in saved_model.tar.gz.

The model was trained using Tensorflow Object Detection API: https://github.com/tensorflow/models/tree/e3f8ea2227ef5ce67df04bd175e6c20711079d8f

An ONNX export (model.onnx) using opset 13 is also attached.

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