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Development and Application of a High-Throughput Microbial Clone Picking Workstation Based on Machine Vision
ZHANG Jiankang, WANG Wenjun, GUO Hong-ju, BAI Beichen, ZHANG Yafei, YUAN Zheng, LI Yanhui, LI Hang
Synthetic Biology Journal
DOI:
10.12211/2096-8280.2025-038
Fig. 2
System composition of clone selection workstation
Extracts from the Article
克隆挑选工作站整体可分为成像子系统、挑取子系统、清洁子系统、物料传递子系统、环境控制子系统、软件控制系统等6个部分,如图2所示。
4. 以下是市面上可见的几款挑克隆工作站的对比,通过数据对比表明本研究设计的挑克隆工作站,在图像分辨率,菌落识别准确度,挑取准确率各方面已经达到国外产品QPix的相近水平(表2)。
Other Images/Table from this Article
Fig. 1
Overall form of clone selection workstation
Fig. 3
Electrical schematic diagram
Fig. 4
Work area arrangement of clone selection workstation
Fig. 5
Problems existing in colony images that affect recognition
Fig. 6
Flowchart of colony identification and location
Fig. 7
Petri dish
Fig. 8
Dish trainning curve
Fig. 9
Identification and labeling of Petri dishes
Table 1 Distribution of the dataset
Fig. 10
Colony-training curve
Fig. 11
Grayscale image generated by reasoning
Fig. 12
Identification of qualified colonies
Fig. 13
UI design
Fig. 14
Control interface framework of the workstation
Fig.15
Clone selection process
Fig. 16
Image comparison before and after picking
Fig. 17
Deep well plate containing colony culture medium
Fig. 18
Verification of sterilization effect
Table 2 A comparison of technical parameters of this device with other three cloning selection workstations