TPU-Posenet
10 Oct 2020 - 2 min de lecture
Descargue TPU-Posenet:
[email protected]:~/src$ git clone https://github.com/PINTO0309/TPU-Posenet.git
[email protected]:~/src$ cd TPU-Posenet/models/
[email protected]:~/src/TPU-Posenet/models$ ls
download.sh
Lanza el instalador:
[email protected]:~/src/TPU-Posenet/models$ ./download.sh
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 388 0 388 0 0 305 0 --:--:-- 0:00:01 --:--:-- 305
100 3740k 0 3740k 0 0 2340k 0 --:--:-- 0:00:01 --:--:-- 2340k
Archive: posenet_mobilenetv1.zip
inflating: posenet_mobilenet_v1_075_353_481_quant_decoder_edgetpu.tflite
inflating: posenet_mobilenet_v1_075_481_641_quant_decoder_edgetpu.tflite
inflating: posenet_mobilenet_v1_075_721_1281_quant_decoder_edgetpu.tflite
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 388 0 388 0 0 654 0 --:--:-- --:--:-- --:--:-- 654
100 609k 100 609k 0 0 508k 0 0:00:01 0:00:01 --:--:-- 1531k
Archive: deeplabv3.zip
inflating: deeplabv3_mnv2_dm05_pascal_trainaug_edgetpu.tflite
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 388 0 388 0 0 1380 0 --:--:-- --:--:-- --:--:-- 1380
100 4096k 0 4096k 0 0 3890k 0 --:--:-- 0:00:01 --:--:-- 8048k
Archive: mobilenet_ssd_v2_coco.zip
inflating: mobilenet_ssd_v2_coco_quant_postprocess_edgetpu.tflite
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 388 0 388 0 0 1603 0 --:--:-- --:--:-- --:--:-- 1603
100 6614 100 6614 0 0 11562 0 --:--:-- --:--:-- --:--:-- 11562
Actualizar Python-pip:
[email protected]:~$ sudo pip3 install pip --upgrade
[sudo] password for moore:
The directory '/home/moore/.cache/pip/http' or its parent directory is not owned by the current user and the cache has been disabled. Please check the permissions and owner of that directory. If executing pip with sudo, you may want sudo's -H flag.
The directory '/home/moore/.cache/pip' or its parent directory is not owned by the current user and caching wheels has been disabled. check the permissions and owner of that directory. If executing pip with sudo, you may want sudo's -H flag.
Collecting pip
Downloading https://files.pythonhosted.org/packages/30/db/9e38760b32e3e7f40cce46dd5fb107b8c73840df38f0046d8e6514e675a1/pip-19.2.3-py2.py3-none-any.whl (1.4MB)
100% |████████████████████████████████| 1.4MB 1.2MB/s
Installing collected packages: pip
Found existing installation: pip 9.0.1
Not uninstalling pip at /usr/lib/python3/dist-packages, outside environment /usr
Successfully installed pip-19.2.3
Instale numpy:
[email protected]:~$ sudo pip3 install numpy
WARNING: The directory '/home/moore/.cache/pip/http' or its parent directory is not owned by the current user and the cache has been disabled. Please check the permissions and owner of that directory. If executing pip with sudo, you may want sudo's -H flag.
WARNING: The directory '/home/moore/.cache/pip' or its parent directory is not owned by the current user and caching wheels has been disabled. check the permissions and owner of that directory. If executing pip with sudo, you may want sudo's -H flag.
Requirement already satisfied: numpy in /usr/lib/python3/dist-packages (1.13.3)
[email protected]:~$ cd src/
Descargue el sript download_2019R2.sh:
[email protected]:~/src$ wget https://github.com/PINTO0309/OpenVINO-bin/raw/master/Linux/download_2019R2.sh
--2019-09-08 23:32:41-- https://github.com/PINTO0309/OpenVINO-bin/raw/master/Linux/download_2019R2.sh
Resolving github.com (github.com)... 140.82.118.3
Connecting to github.com (github.com)|140.82.118.3|:443... connected.
HTTP request sent, awaiting response... 302 Found
Location: https://raw.githubusercontent.com/PINTO0309/OpenVINO-bin/master/Linux/download_2019R2.sh [following]
--2019-09-08 23:32:41-- https://raw.githubusercontent.com/PINTO0309/OpenVINO-bin/master/Linux/download_2019R2.sh
Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 151.101.120.133
Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|151.101.120.133|:443... connected.
HTTP request sent, awaiting response... 200 OK
Length: 425 [text/plain]
Saving to: ‘download_2019R2.sh’
download_2019R2.sh 100%[============================================================================>] 425 --.-KB/s in 0s
2019-09-08 23:32:41 (26.4 MB/s) - ‘download_2019R2.sh’ saved [425/425]
FINISHED --2019-09-08 23:32:41--
Total wall clock time: 0.5s
Downloaded: 1 files, 425 in 0s (26.4 MB/s)
Launch download_2019R2.sh:
[email protected]:~/src$ sh download_2019R2.sh
[email protected]:~/src$ sudo l_openvino_toolkit_p_2019.2.242/install_openvino_dependencies.sh
[email protected]:~/src$ sudo l_openvino_toolkit_p_2019.2.242/install.sh
[email protected]:~/src$ echo "source /opt/intel/openvino/bin/setupvars.sh" >> ~/.bashrc
Probando el script pose_camera_single_tpu.py:
[email protected]:~/src$ python3 pose_camera_single_tpu.py --videofile video.mp4'