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https://github.com/pinto0309/mediapipe-bin
MediaPipe Python Wheel installer for RaspberryPi OS aarch64, Ubuntu aarch64, Debian aarch64 and Jetson Nano.
https://github.com/pinto0309/mediapipe-bin
aarch64 armv8 debian jetson-nano mediapipe opencv opencv-contrib-python opencv-python raspberry-pi raspberrypi ubuntu wheel
Last synced: 4 days ago
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MediaPipe Python Wheel installer for RaspberryPi OS aarch64, Ubuntu aarch64, Debian aarch64 and Jetson Nano.
- Host: GitHub
- URL: https://github.com/pinto0309/mediapipe-bin
- Owner: PINTO0309
- License: apache-2.0
- Created: 2021-05-29T10:59:07.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2023-12-10T23:23:43.000Z (11 months ago)
- Last Synced: 2024-10-29T09:37:49.153Z (7 days ago)
- Topics: aarch64, armv8, debian, jetson-nano, mediapipe, opencv, opencv-contrib-python, opencv-python, raspberry-pi, raspberrypi, ubuntu, wheel
- Language: Shell
- Homepage:
- Size: 44.9 KB
- Stars: 121
- Watchers: 7
- Forks: 20
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# mediapipe-bin
MediaPipe Python Wheel installer for RaspberryPi OS aarch64, Ubuntu aarch64 Debian aarch64, L4T/Jetson Nano aarch64.
## 1. Binary type
|Device|OS|Distribution|Architecture|Python ver|Numpy ver|Note|
|:--|:--|:--|:--|:--|:--|:--|
|RaspberryPi3/4|RaspberryPiOS/Debian|Buster|aarch64 / armv8|3.7.3|1.19/1.20|64bit, glibc2.28|
|RaspberryPi3/4|Ubuntu 18.04|Bionic|aarch64 / armv8|3.6.9|1.19|64bit, glibc2.27|
|RaspberryPi3/4|Ubuntu 20.04|Focal|aarch64 / armv8|3.8.2|1.19/1.20|64bit, glibc2.31|
|(Experimental/WIP) Jetson Nano|L4T (Ubuntu 18.04)|32.5.1|aarch64 / armv8|3.6.9|(mandatory) 1.19.4|64bit, glibc2.27, Pose/Holistic/Selfie Segmentation/Multi Hand Tracking/FaceDetection/FaceMesh only,OpenGL ES3.2|
|(Experimental) RaspberryPi3/4|Debian|Bullseye|aarch64 / armv8|3.9.2|1.20|64bit, glibc2.31, gcc-8.5|
|RaspberryPi3/4|Ubuntu 21.04|Hirsute|aarch64 / armv8|3.9.5|1.20|64bit, glibc2.33, gcc-7.5|
## 2. Wheels download
```bash
$ git clone https://github.com/PINTO0309/mediapipe-bin.git && cd mediapipe-bin
$ sudo chmod +x ./v0.8.4/download.sh && ./v0.8.4/download.sh
$ sudo chmod +x ./v0.8.5/download.sh && ./v0.8.5/download.sh
```
## 3. Sample
### 3-1. RaspberryPi4 + RaspberryPi OS 64bit (aarch64) + Python3.7 + CPU only (9.0FPS)
```bash
$ cd ~
$ git clone https://github.com/Kazuhito00/mediapipe-python-sample && cd mediapipe-python-sample
$ python3 sample_hand.py
```
### 3-2. Jetson Nano + L4T 32.5.1 64bit (aarch64) + Python3.6 + GPU (22.0FPS)
```bash
$ cd ~
$ git clone https://github.com/Kazuhito00/mediapipe-python-sample && cd mediapipe-python-sample
$ python3 sample_hand.py
```
## 4. Build
### 4-1. Other than Jetson Nano
```bash
$ sudo apt update && \
sudo apt install -y \
python3-dev cmake protobuf-compiler libprotobuf-dev \
python3-pip git make openjdk-11-jdk-headless
$ sudo pip3 install pip setuptools --upgrade
$ git clone -b v0.8.4 https://github.com/google/mediapipe && cd mediapipe
$ sed -i -e "/\"imgcodecs\"/d;/\"calib3d\"/d;/\"features2d\"/d;/\"highgui\"/d;/\"video\"/d;/\"videoio\"/d" third_party/BUILD
$ sed -i -e "/-ljpeg/d;/-lpng/d;/-ltiff/d;/-lImath/d;/-lIlmImf/d;/-lHalf/d;/-lIex/d;/-lIlmThread/d;/-lrt/d;/-ldc1394/d;/-lavcodec/d;/-lavformat/d;/-lavutil/d;/-lswscale/d;/-lavresample/d" third_party/BUILD
$ sed -i -e "/^ # Optimization flags/i \ \"ENABLE_NEON\": \"OFF\"," third_party/BUILD
$ sed -i -e "/^ # Optimization flags/i \ \"WITH_TENGINE\": \"OFF\"," third_party/BUILD
$ wget https://github.com/PINTO0309/Bazel_bin/raw/main/3.7.2/aarch64/install.sh
$ sudo chmod +x install.sh
$ ./install.sh
$ sudo python3 setup.py gen_protos
$ sudo bazel clean --expunge
$ sudo python3 setup.py bdist_wheel
```
### 4-2. (Experimental / WIP) Jetson Nano
- **[Verification of mediapipe's GPU-enabled .pbtxt processing method](https://zenn.dev/pinto0309/scraps/71368ef3d74438)**
### 4-3. opencv_contrib_python-4.5.*
- **[Build the Wheel installer for opencv-contrib-python](https://zenn.dev/pinto0309/scraps/e10bc3a8be82f1)**
## 5. Reference
1. I was inspired by **[jiuqiant's](https://github.com/jiuqiant/mediapipe_python_aarch64)** **[mediapipe_python_aarch64](https://github.com/jiuqiant/mediapipe_python_aarch64)** to create this repository. Thank you so much! ðŸŒ
2. Article: **[How to enjoy MediaPipe easily with Raspberry Pi - karaage0703 - Zenn](https://zenn.dev/karaage0703/articles/63fed2a261096d)** 🌟
3. Sample: **[mediapipe-python-sample - Kazuhito00 - GitHub](https://github.com/Kazuhito00/mediapipe-python-sample)** 🌟
4. OS Image: **https://downloads.raspberrypi.org/raspios_arm64/images/raspios_arm64-2021-05-28/**