# OrgaTracker
Involving in Organoids Growth and Recreation – Development of an Intelligent OrgaTracker System for Multi-Dimensional Organoid Analysis
The system is divided into three parts:
## 1.Organoid_tracking
The first part realizes organoid tracking and segmentation and organoid fusion capture.
![1231](https://user-images.githubusercontent.com/64136561/213462384-be285cfe-f595-4c46-b4cd-31a620fa2615.gif)
![res](https://user-images.githubusercontent.com/64136561/213459901-a060eb68-d5ac-4957-89f6-9c2eb132ce11.gif)
## 2.Intestinal_organoids_analysis
The second part shows the quantitative budding and the structural analysis of mouse intestinal organoids from day 0 to day 4.
## 3.Organoid_sketches_to_images
The third part shows the generation of organoids from sketches.
Video: https://user-images.githubusercontent.com/64136561/213444202-5425bb0e-31d6-4b16-9b70-5cf8ee18474d.mp4
# Installation
Clone this project:
```
git clone git@github.com:duxuan11/OrgaTracker.git
```
## For Pip install
```
pip install -r requirements.txt
```
## Verify
Run the demo:
### Organoid_tracking
```
cd OrgaTracker/organoid_tracking/yolov5-unet-track
python test.py --data data/image/
```
### Intestinal_organoid_analysis
```
cd Intestinal_organoids_analysis/crypt_quantization or cd Intestinal_organoids_analysis/structured_analysis
python test.py --data data/image/
```
### Organoid_sketches_to_images
```
cd Organoid_sketches_to_images/pix2pix
python organ_test.py --dataroot ./datasets/edges2organoids --name edges2organoids_pix2pix --model pix2pix --direction AtoB
```