Part identification data set acquisition device

A collection device and data recognition technology, which is applied in three-dimensional object recognition, computer parts, character and pattern recognition, etc., can solve problems such as difficulty in maintaining the position of the light source, and achieve improved algorithm recognition ability, strict variable control, and uniform distance change gradient reasonable effect
CN112488093AActive Publication Date: 2021-03-12NORTHWESTERN POLYTECHNICAL UNIV
12 Cites 2 Cited by

Patent Information

Authority / Receiving Office
CN Β· China
Patent Type
Applications(China)
Current Assignee / Owner
NORTHWESTERN POLYTECHNICAL UNIV
Publication Date
2021-03-12

Smart Images

  • Figure 1
    Figure 1
  • Figure 2
    Figure 2
  • Figure 3
    Figure 3
Patent Text Reader

Abstract

The invention discloses a part identification data set acquisition device which comprises a lifting type frame structure, a light source control mechanism, a part tray and a camera control assembly. The lifting type frame structure is a cuboid frame. The light source control mechanism is installed at the top of the lifting type frame structure and provides illumination for parts. The part tray isinstalled on the lower portion in the lifting type frame structure and used for containing parts. The camera control assembly is installed above the part tray and used for fixing the camera and changing the relative position of the camera and the part. The acquisition device can simultaneously control one or more of five parameters including illumination intensity, illumination angle, illuminationdistance, camera angle and camera distance. Variable control is strict, angle, strength and distance change gradients are uniform and reasonable, the data set quality is high, the convergence rate ofthe part recognition algorithm training process can be increased, and the algorithm recognition capacity is improved.
Need to check novelty before this filing date? Find Prior Art

Description

technical field

[0001] The invention belongs to the technical field of image acquisition, and in particular relates to a part data set acquisition device. Background technique

[0002] With the development of deep learning technology, this technology is more and more widely used in parts recognition and pose estimation in the automated production process. However, deep learning to recognize parts requires a large number of parts photos in different states to form a training data set to complete the training of the recognition algorithm. Traditional dataset collection methods mostly rely on manual completion, and it is difficult to maintain control of variables such as camera position, camera angle, and light source position during the photo collection process. Contents of the invention

[0003] In order to overcome the deficiencies in the prior art, the present invention provides a part recognition data set acquisition device, including a lifting frame structure, a light ...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More