feat(objects detection): implement object detection

see https://github.com/luxonis/depthai-experiments/tree/master/gen2-mobile-object-localizer
This commit is contained in:
2022-08-10 15:46:33 +02:00
parent 33c16699ae
commit 52c3808d83
5 changed files with 136 additions and 749 deletions

View File

@ -1,3 +1,12 @@
FROM docker.io/library/python:3.9-slim AS model
RUN python3 -m pip install blobconverter
RUN mkdir -p /models
RUN blobconverter --zoo-name mobile_object_localizer_192x192 --zoo-type depthai --shaves 6 --version 2021.4 --output-dir /models || echo ""
RUN ls /models
#######
FROM docker.io/library/python:3.9-slim
# Configure piwheels repo to use pre-compiled numpy wheels for arm
@ -7,6 +16,9 @@ RUN apt-get update && apt-get install -y libgl1 libglib2.0-0
RUN pip3 install numpy
RUN mkdir /models
COPY --from=model /models/mobile_object_localizer_192x192_openvino_2021.4_6shave.blob /models/mobile_object_localizer_192x192_openvino_2021.4_6shave.blob
ADD requirements.txt requirements.txt
RUN pip3 install -r requirements.txt