Moveread OCR model, in tensorflow
Project description
Moveread OCR
CLIs
Data Exporting
ocr records boxes 'data/ocr-dataset/**/*' -vo path/to/tfrecords
ocr records samples 'data/ocr-dataset/**/*' -vo path/to/tfrecords
Inference
ocr predict -v --weights model.weights.h5 --data path/to/tfrecords > top-preds.ndjson
Finetuning
ocr finetune -vw model.weights.h5 --train path/to/tfrecords --val path/to/tfrecords \
--epochs 20 --batch-size 32 --lr 0.001
Evaluation
ocr evaluate -vw model.weights.h5 -d path/to/tfrecords
Serving Export
ocr export -vw model.weights.h5 -o path/to/SavedModel
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