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Update CPU model to Mobilenet v2

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Inference speed went from ~470ms to ~530ms, however average confidence went from ~75% to ~90%+
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mattheys 2020-07-02 14:43:33 +01:00 committed by Blake Blackshear
parent f29ee6165f
commit b345571a63
1 changed files with 2 additions and 4 deletions
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@ -46,10 +46,8 @@ RUN apt -qq update && apt -qq install --no-install-recommends -y \
# get model and labels # get model and labels
RUN wget -q https://github.com/google-coral/edgetpu/raw/master/test_data/mobilenet_ssd_v2_coco_quant_postprocess_edgetpu.tflite -O /edgetpu_model.tflite --trust-server-names RUN wget -q https://github.com/google-coral/edgetpu/raw/master/test_data/mobilenet_ssd_v2_coco_quant_postprocess_edgetpu.tflite -O /edgetpu_model.tflite --trust-server-names
RUN wget -q https://dl.google.com/coral/canned_models/coco_labels.txt -O /labelmap.txt --trust-server-names RUN wget -q https://dl.google.com/coral/canned_models/coco_labels.txt -O /labelmap.txt --trust-server-names
RUN wget -q https://storage.googleapis.com/download.tensorflow.org/models/tflite/coco_ssd_mobilenet_v1_1.0_quant_2018_06_29.zip -O /cpu_model.zip && \ RUN wget -q https://github.com/google-coral/edgetpu/raw/master/test_data/mobilenet_ssd_v2_coco_quant_postprocess.tflite -O /cpu_model.tflite
unzip /cpu_model.zip detect.tflite -d / && \
mv /detect.tflite /cpu_model.tflite && \
rm /cpu_model.zip
WORKDIR /opt/frigate/ WORKDIR /opt/frigate/
ADD frigate frigate/ ADD frigate frigate/