Animal behavior identification method and apparatus based on transfer learning
A technology of transfer learning and recognition method, applied in the field of animal behavior recognition and device based on transfer learning, which can solve problems such as difficulty in obtaining training data
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0027] Below in conjunction with example, and with reference to accompanying drawing, describe the concrete detail of the present invention, and provide experimental result and relevant analysis.
[0028] The present invention proposes a target animal behavior recognition method based on migration learning, which includes:
[0029] Step 101, extracting original features for each training sample in the training data set and each test sample in the test data set;
[0030] Step 102, using the domain adaptation learning method in transfer learning to map the original features into a common space to obtain new features;
[0031] Step 103, using the new features to train the SVM classifier to obtain the target animal behavior recognition model, and simultaneously test the target animal behavior recognition model;
[0032] Step 104, using the animal behavior recognition model to recognize the behavior of the target animal to be recognized.
[0033] In the above method, the training...
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