Hand-drawn sketch generation method based on variational self-encoding and generative adversarial networks
A self-encoding and sketching technology, applied to biological neural network models, using manual input to modify/create images, neural architectures, etc., can solve problems such as the inability to capture long-distance dependencies between strokes, small receptive fields, and few data, etc., to achieve Generate effects that are diverse and realistic, avoid possibilities, and improve quality
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment
[0090] Such as figure 1 and figure 2 As shown, the embodiment of the present invention provides a sketch generation method, including:
[0091] (1) Obtain a vector format sketch of a certain category or categories, and perform format conversion to obtain the corresponding raster format sketch, and form a new data set from the vector format sketch and the raster format sketch;
[0092] Specifically, the sketch data in vector format provided by the embodiment of the present invention refers to a picture composed of quintuples consisting of data point offset and change status information. No matter whether the picture in this format is enlarged, reduced or rotated, it will not be distorted. ; The present invention uses the QuickDraw data set to download different types of vector format pictures, and utilizes the cairoSVG graphics library to perform format conversion, thereby obtaining the required data sets for model training.
[0093] (2) The new data set, using convolutiona...
PUM
Abstract
Description
Claims
Application Information
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com