METHOD AND APPARATUS FOR GENERATING TRAINING SAMPLE OF SEMANTIC SEGMENTATION MODEL, STORAGE MEDIUM, AND ELECTRONIC DEVICE
The present disclosure provides methods, apparatus, and storage medium for generating a training sample of a semantic segmentation model. The method includes obtaining an object identifier of a to-be-trained object and a model file corresponding to the object identifier, the model file comprising a...
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creator | SUN, Zixun |
description | The present disclosure provides methods, apparatus, and storage medium for generating a training sample of a semantic segmentation model. The method includes obtaining an object identifier of a to-be-trained object and a model file corresponding to the object identifier, the model file comprising a three-dimensional model of the to-be-trained object and a skin map set, the skin map set comprising a plurality of solid-color skin maps and a plurality of colorful skin maps; determining transformation models corresponding to the three-dimensional model; generating a plurality of sample image groups corresponding to each transformation model according to the plurality of colorful skin maps and each transformation model; generating a labeled image of the each sample image group according to the object identifier, the plurality of solid-color skin maps, and each transformation model; and generating a training sample of the to-be-trained object according to the labeled image and the each sample image group. |
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The method includes obtaining an object identifier of a to-be-trained object and a model file corresponding to the object identifier, the model file comprising a three-dimensional model of the to-be-trained object and a skin map set, the skin map set comprising a plurality of solid-color skin maps and a plurality of colorful skin maps; determining transformation models corresponding to the three-dimensional model; generating a plurality of sample image groups corresponding to each transformation model according to the plurality of colorful skin maps and each transformation model; generating a labeled image of the each sample image group according to the object identifier, the plurality of solid-color skin maps, and each transformation model; and generating a training sample of the to-be-trained object according to the labeled image and the each sample image group.</description><language>eng</language><subject>AMUSEMENTS ; CALCULATING ; CARD, BOARD, OR ROULETTE GAMES ; COMPUTING ; COUNTING ; GAMES ; GAMES NOT OTHERWISE PROVIDED FOR ; HANDLING RECORD CARRIERS ; HUMAN NECESSITIES ; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL ; INDOOR GAMES USING SMALL MOVING PLAYING BODIES ; PHYSICS ; PRESENTATION OF DATA ; RECOGNITION OF DATA ; RECORD CARRIERS ; SPORTS ; VIDEO GAMES</subject><creationdate>2022</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20220224&DB=EPODOC&CC=US&NR=2022058436A1$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20220224&DB=EPODOC&CC=US&NR=2022058436A1$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>SUN, Zixun</creatorcontrib><title>METHOD AND APPARATUS FOR GENERATING TRAINING SAMPLE OF SEMANTIC SEGMENTATION MODEL, STORAGE MEDIUM, AND ELECTRONIC DEVICE</title><description>The present disclosure provides methods, apparatus, and storage medium for generating a training sample of a semantic segmentation model. The method includes obtaining an object identifier of a to-be-trained object and a model file corresponding to the object identifier, the model file comprising a three-dimensional model of the to-be-trained object and a skin map set, the skin map set comprising a plurality of solid-color skin maps and a plurality of colorful skin maps; determining transformation models corresponding to the three-dimensional model; generating a plurality of sample image groups corresponding to each transformation model according to the plurality of colorful skin maps and each transformation model; generating a labeled image of the each sample image group according to the object identifier, the plurality of solid-color skin maps, and each transformation model; and generating a training sample of the to-be-trained object according to the labeled image and the each sample image group.</description><subject>AMUSEMENTS</subject><subject>CALCULATING</subject><subject>CARD, BOARD, OR ROULETTE GAMES</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>GAMES</subject><subject>GAMES NOT OTHERWISE PROVIDED FOR</subject><subject>HANDLING RECORD CARRIERS</subject><subject>HUMAN NECESSITIES</subject><subject>IMAGE DATA PROCESSING OR GENERATION, IN GENERAL</subject><subject>INDOOR GAMES USING SMALL MOVING PLAYING BODIES</subject><subject>PHYSICS</subject><subject>PRESENTATION OF DATA</subject><subject>RECOGNITION OF DATA</subject><subject>RECORD CARRIERS</subject><subject>SPORTS</subject><subject>VIDEO GAMES</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2022</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNqNjM0KwjAQhHvxIOo7LHitUOsPXpdkmwaapCRbr6VIPIkW6sW3N4oP4GGYGfhm5tnLENdOAtqktkWP3AWonAdFllLTVgF71PYTApq2IXAVBDJoWYsUlCHLCXQWjJPU5BDYeVQEhqTuTP49p4YEe2fTRNJZC1pms-twm-Lq54tsXRGLehPHRx-ncbjEe3z2XSiLsiwOp_3uiNvdf9QblNI64w</recordid><startdate>20220224</startdate><enddate>20220224</enddate><creator>SUN, Zixun</creator><scope>EVB</scope></search><sort><creationdate>20220224</creationdate><title>METHOD AND APPARATUS FOR GENERATING TRAINING SAMPLE OF SEMANTIC SEGMENTATION MODEL, STORAGE MEDIUM, AND ELECTRONIC DEVICE</title><author>SUN, Zixun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_US2022058436A13</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng</language><creationdate>2022</creationdate><topic>AMUSEMENTS</topic><topic>CALCULATING</topic><topic>CARD, BOARD, OR ROULETTE GAMES</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>GAMES</topic><topic>GAMES NOT OTHERWISE PROVIDED FOR</topic><topic>HANDLING RECORD CARRIERS</topic><topic>HUMAN NECESSITIES</topic><topic>IMAGE DATA PROCESSING OR GENERATION, IN GENERAL</topic><topic>INDOOR GAMES USING SMALL MOVING PLAYING BODIES</topic><topic>PHYSICS</topic><topic>PRESENTATION OF DATA</topic><topic>RECOGNITION OF DATA</topic><topic>RECORD CARRIERS</topic><topic>SPORTS</topic><topic>VIDEO GAMES</topic><toplevel>online_resources</toplevel><creatorcontrib>SUN, Zixun</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>SUN, Zixun</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>METHOD AND APPARATUS FOR GENERATING TRAINING SAMPLE OF SEMANTIC SEGMENTATION MODEL, STORAGE MEDIUM, AND ELECTRONIC DEVICE</title><date>2022-02-24</date><risdate>2022</risdate><abstract>The present disclosure provides methods, apparatus, and storage medium for generating a training sample of a semantic segmentation model. The method includes obtaining an object identifier of a to-be-trained object and a model file corresponding to the object identifier, the model file comprising a three-dimensional model of the to-be-trained object and a skin map set, the skin map set comprising a plurality of solid-color skin maps and a plurality of colorful skin maps; determining transformation models corresponding to the three-dimensional model; generating a plurality of sample image groups corresponding to each transformation model according to the plurality of colorful skin maps and each transformation model; generating a labeled image of the each sample image group according to the object identifier, the plurality of solid-color skin maps, and each transformation model; and generating a training sample of the to-be-trained object according to the labeled image and the each sample image group.</abstract><oa>free_for_read</oa></addata></record> |
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subjects | AMUSEMENTS CALCULATING CARD, BOARD, OR ROULETTE GAMES COMPUTING COUNTING GAMES GAMES NOT OTHERWISE PROVIDED FOR HANDLING RECORD CARRIERS HUMAN NECESSITIES IMAGE DATA PROCESSING OR GENERATION, IN GENERAL INDOOR GAMES USING SMALL MOVING PLAYING BODIES PHYSICS PRESENTATION OF DATA RECOGNITION OF DATA RECORD CARRIERS SPORTS VIDEO GAMES |
title | METHOD AND APPARATUS FOR GENERATING TRAINING SAMPLE OF SEMANTIC SEGMENTATION MODEL, STORAGE MEDIUM, AND ELECTRONIC DEVICE |
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