Standard DatasetsMachine Parts Segmentation Dataset
The "Machine Parts Segmentation Dataset" is tailored for the manufacturing sector, featuring a collection of internet-collected images with a resolution of 2048 x 1536 pixels. This dataset is specialized in semantic segmentation, polygon, and key points annotations, focusing on contour annotation of machining positions within X-ray images of machine parts, facilitating precise analysis and inspection in manufacturing processes.
Sample
Specification
Dataset ID
MD-Image-043
Dataset Name
Machine Parts Segmentation Dataset
Data Type
ImageVolume
About 2.3k
Data Collection
Internet collected images. Resolution is 2048 x 1536
Annotation
Semantic Segmentation,Polygon,Key Points
Annotation Notes
Contour annotation of the part machining position in the X-ray image.
Application Scenarios
Manufacturing
Data Collections
Comprising approximately 2.3k images, this dataset offers detailed contour annotations of the machining positions on machine parts as seen in X-ray imaging. The use of semantic segmentation, polygons, and key points provides a comprehensive approach to identifying and assessing critical features and potential issues in the manufacturing of these parts. This dataset is invaluable for enhancing quality control, ensuring the integrity of machining processes, and supporting the development of automated inspection systems in the manufacturing industry.
Quality Assurance
Related products
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