OrgaTracker

所属分类:生物医药技术
开发工具:Python
文件大小:0KB
下载次数:0
上传日期:2023-01-20 16:59:36
上 传 者sh-1993
说明:  参与有机物生长和娱乐——开发用于多维有机物分析的智能OrgaTracker系统
(Involving in Organoids Growth and Recreation – Development of an Intelligent OrgaTracker System for Multi-Dimensional Organoid Analysis)

文件列表:
Intestinal_organoid_analysis/
Organoid_sketons_to_image/pix2pix/
Organoids_tracking/yolov5-unet-track/

# 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. 2023-01-19_202642 2023-01-19_202917 ## 3.Organoid_sketches_to_images The third part shows the generation of organoids from sketches. 20230119203553 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 ```

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