Method for identifying clothes image, and labeling method and device of clothes image
A technology of clothing and pictures, which is applied in the field of picture recognition, can solve the problems of reducing recognition accuracy and precision, and recognition results are not equal, and achieve the effect of reducing interference and improving accuracy and precision
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[0060] Example one
[0061] figure 1 It is a schematic flowchart showing a method for labeling clothing pictures in an exemplary embodiment of the present invention. For example, by Image 6 The device shown executes the method for labeling the clothing picture.
[0062] Reference figure 1 , In step S110, a clothing picture is obtained.
[0063] Specifically, the clothing picture may be a clothing picture obtained by a user by taking a picture, or may be a clothing picture on the Internet or on various storage media.
[0064] In step S120, the information of the clothing wearing area in the clothing picture is obtained according to the clothing classification model established in advance as described above.
[0065] As mentioned above, the clothing wearing areas classified by the clothing classification model may include, but are not limited to, tops, bottoms, upper and lower split full-body clothing, and one-piece clothing.
[0066] Optionally, the clothing classification model is a cl...
Example Embodiment
[0078] Example two
[0079] image 3 It is a schematic flowchart showing a method for recognizing clothing pictures according to an exemplary embodiment of the present invention. For example, by Figure 5 The device shown executes the method of recognizing clothing pictures.
[0080] Reference image 3 In step S310, a clothing picture marked with positioning key points and clothing wearing areas as described above is obtained.
[0081] The positioning key point may be the aforementioned first positioning key point or the second positioning key point.
[0082] In step S320, extract at least one picture area representing a characteristic area in the clothing picture according to the clothing wearing area and the location of the positioning key point.
[0083] Optionally, the characteristic area may include, but is not limited to, at least one of an upper body area, a lower body area, a whole body area, a collar area, a chest area, and a sleeve area.
[0084] Specifically, the characterist...
Example Embodiment
[0096] Example three
[0097] Figure 5 It is a schematic diagram showing the structure of an apparatus for recognizing clothing pictures in an exemplary embodiment of the present invention.
[0098] Reference Figure 5 The apparatus for identifying clothing pictures in the embodiment of the present invention may include: a first clothing picture acquiring unit 510, an area picture extracting unit 520, and a feature information acquiring unit 530.
[0099] The first clothing picture acquiring unit 510 is configured to acquire clothing pictures marked with positioning key points and clothing wearing areas.
[0100] The area picture extraction unit 520 is configured to extract at least one picture area representing a characteristic area in the clothing picture according to the clothing wearing area and the position of the positioning key point.
[0101] The feature information obtaining unit 530 is configured to obtain feature information representing the feature region according to the r...
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