https://github.com/wesleych3n/ntu-iot-thermal
NTU BBALB dairy cow monitoring project. Dairy cow eye temperature monitoring.
https://github.com/wesleych3n/ntu-iot-thermal
eye-detection eye-temperature flir-lepton
Last synced: 2 months ago
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NTU BBALB dairy cow monitoring project. Dairy cow eye temperature monitoring.
- Host: GitHub
- URL: https://github.com/wesleych3n/ntu-iot-thermal
- Owner: WesleyCh3n
- License: apache-2.0
- Created: 2021-09-01T05:51:01.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2021-09-30T10:42:56.000Z (over 3 years ago)
- Last Synced: 2025-01-28T16:41:48.832Z (4 months ago)
- Topics: eye-detection, eye-temperature, flir-lepton
- Language: Python
- Homepage:
- Size: 24.4 KB
- Stars: 2
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# NTU-IoT-Thermal
[](https://github.com/WesleyCh3n/NTU-IoT-Thermal)
[](https://hackmd.io/Ssdg5RdgT7qWq_nrwQcSHA)
This is NTU BME MS thesis project which using Pi Camera and FLIR Lepton 3.5 capture RGB and thermal image. Then post-processing both image to get the cow eyes temperature.
## Screenshot
## Required Package
- opencv-contrib-python
```bash
sudo apt install libaec0 libaom0 libatk-bridge2.0-0 libatk1.0-0 libatlas3-base libatspi2.0-0 libavcodec58 libavformat58 libavutil56 libbluray2 libcairo-gobject2 libcairo2 libchromaprint1 libcodec2-0.8.1 libcroco3 libdatrie1 libdrm2 libepoxy0 libfontconfig1 libgdk-pixbuf2.0-0 libgfortran5 libgme0 libgraphite2-3 libgsm1 libgtk-3-0 libharfbuzz0b libhdf5-103 libilmbase23 libjbig0 libmp3lame0 libmpg123-0 libogg0 libopenexr23 libopenjp2-7 libopenmpt0 libopus0 libpango-1.0-0 libpangocairo-1.0-0 libpangoft2-1.0-0 libpixman-1-0 librsvg2-2 libshine3 libsnappy1v5 libsoxr0 libspeex1 libssh-gcrypt-4 libswresample3 libswscale5 libsz2 libthai0 libtheora0 libtiff5 libtwolame0 libva-drm2 libva-x11-2 libva2 libvdpau1 libvorbis0a libvorbisenc2 libvorbisfile3 libvpx5 libwavpack1 libwayland-client0 libwayland-cursor0 libwayland-egl1 libwebp6 libwebpmux3 libx264-155 libx265-165 libxcb-render0 libxcb-shm0 libxcomposite1 libxcursor1 libxdamage1 libxfixes3 libxi6 libxinerama1 libxkbcommon0 libxrandr2 libxrender1 libxvidcore4 libzvbi0
pip3 install opencv-contrib-python
```
- libusb
```bash
sudo apt-get install cmake libusb-1.0-0-dev -y
git clone https://github.com/groupgets/libuvc
cd libuvc
mkdir build && cd build
cmake ..
make && sudo make install
sudo ldconfig -v
sudo sh -c "echo 'SUBSYSTEMS==\"usb\", ATTRS{idVendor}==\"1e4e\", ATTRS{idProduct}==\"0100\", SYMLINK+=\"pt1\", GROUP=\"usb\", MODE=\"666\"' > /etc/udev/rules.d/99-pt1.rules"
```
## Usage
### Capture RGB Image
```bash
python3 pi_cam.py [-h] [-s] [-v]
```
| Args | Info |
|:----:|:---------------------------------------------------------- |
| -s | save image per second in `rgb_img/%Y_%m_%d/` for 5:10 mins |
| -v | show image in windows |
| -h | print help message |
### Capture Thermal data
```bash
python3 pi_uvc_flir.py [-h] [-s] [-v]
```
| Args | Info |
|:----:|:--------------------------------------------------------- |
| -s | save thermal data in `IR_HDF5_*.HDF5` (9 fps) for 5 mins |
| -v | show thermal image in windows |
| -h | print help message |
### Backup data
```bash
./rsync_data.sh
```
### (Optional) Add to crontab
```bash
crontab -e
```
Then add something like below, you can choose whatever time you want.
```bash
30 11 * * * cd /path/to/code_dir/ && python3 pi_cam.py -s
30 11 * * * cd /path/to/code_dir/ && python3 pi_uvc_flir.py -s
40 11 * * * cd /path/to/code_dir/ && ./rsync_data.sh
```