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#!/usr/bin/bash
set -e
OBJECT_DETECTION_PATH='C:\devsbb\projekte\\tf-models\\research'
PROJECT_PATH=.
CKPT_NO=16579
ASDF=/c/my/paths
TEST=$ASDF
echo ">>>>>> Cleaning saved model... <<<<<<"
rm -rf ${PROJECT_PATH}/object_detection/saved_model
echo ">>>>>> Exporting saved model... <<<<<<"
python3 ${OBJECT_DETECTION_PATH}/object_detection/export_inference_graph.py \
--input_type=image_tensor \
--pipeline_config_path=${PROJECT_PATH}/object_detection/faster_rcnn_inception_v2_coco_2018_01_28/pipeline.config \
--trained_checkpoint_prefix=${PROJECT_PATH}/object_detection/training/model.ckpt-${CKPT_NO} \
--output_directory=${PROJECT_PATH}/object_detection/saved_model
echo ">>>>>> Converting saved model to tfjs... <<<<<<"
# tensorflowjs_converter 0.8.6:
tensorflowjs_converter \
--input_format=tf_saved_model \
--output_format=tensorflowjs\
--saved_model_tags=serve \
--output_json=true \
--output_node_names='detection_boxes,detection_classes,detection_features,detection_multiclass_scores,detection_scores,num_detections,raw_detection_boxes,raw_detection_scores' \
${PROJECT_PATH}/object_detection/saved_model/saved_model \
${PROJECT_PATH}/src/assets/web_model
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