Tensorflow-Object-Detection-on-Raspberry-pi-4-model-B

cd Desktop/
mkdir tensorflowRasp
cd tensorflowRasp/
python3 -m pip install virtualenv
virtualenv env
-> logout
cd Desktop/tensorflowRasp/
virtualenv env
source env/bin/activate
sudo apt-get install -y libhdf5-dev libc-ares-dev libeigen3-dev gcc gfortran python-dev libgfortran5 libatlas3-base libatlas-base-dev libopenblas-dev libopenblas-base libblas-dev liblapack-dev cython openmpi-bin libopenmpi-dev python3-dev
sudo pip3 install keras_applications==1.0.8 --no-deps
sudo pip3 install keras_preprocessing==1.1.0 --no-deps
sudo pip3 install pybind11
sudo pip3 install h5py==2.9.0
sudo pip3 install -U six wheel mock
wget https://github.com/lhelontra/tensorflow-on-arm/releases/download/v2.1.0/tensorflow-2.1.0-cp37-none-linux_armv7l.whl
python3 -m pip install tensorflow-2.1.0-cp37-none-linux_armv7l.whl 
-> logout
cd Desktop/tensorflowRasp/
source env/bin/activate
python3
-> import tensorflow
sudo pip3 install pillow lxml jupyter matplotlib cython
sudo apt-get install libjpeg-dev libtiff5-dev libjasper-dev libpng12-dev libavcodec-dev libavformat-dev libswscale-dev libv4l-dev libxvidcore-dev libx264-dev qt4-dev-tools
pip3 install opencv-python
python3
-> import cv2
pip3 install opencv-contrib-python==4.1.0.25
python3
-> import cv2
sudo apt-get install protobuf-compiler
protoc --version
git clone --depth 1 https://github.com/tensorflow/models.git
sudo nano ~/.bashrc
export PYTHONPATH=$PYTHONPATH:/home/pi/Desktop/tensorflowRasp/models/research:/home/pi/Desktop/tensorflowRasp/models/research/slim
cd models/research/
protoc object_detection/protos/*.proto --python_out=.
cd object_detection
wget http://download.tensorflow.org/models/object_detection/ssdlite_mobilenet_v2_coco_2018_05_09.tar.gz
tar -xzvf ssdlite_mobilenet_v2_coco_2018_05_09.tar.gz
pip3 install picamera
pip3 install matplotlib
pip3 install Pillow
wget https://raw.githubusercontent.com/PhysicsX/Tensorflow-Object-Detection-on-Raspberry-pi-4-model-B/master/ObjectDetectionPiCamera.py
python3 ObjectDetectionPiCamera.py
-> you will get an error because of new tensorflow library, just change the line in the /home/pi/Desktop/tensorflowRasp/models/research/object_detection/utils/label_map_util.py line 138 ->   with tf.io.gfile.GFile(path, 'r') as fid:
nano +138 /home/pi/Desktop/tensorflowRasp/models/research/object_detection/utils/label_map_util.py
python3 ObjectDetectionPiCamera.py

PhysicsX/Tensorflow-Object-Detection-on-Raspberry-pi-4-model-B

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