| Predicate |
Object |
| assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_3354f18dfe74f50c4e68daa9374a156c
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_dd86047c2bfa4aab8e3e3275f06042ff
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_1dd98ad4ee076841fec541542f952f58
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_0f520e2ac88a8eb1258e6b73b7aeb9f9
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_4bd337b29c6ca21da45de99db7cd435d |
| classificationCPCAdditional |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/B64U2101-30
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G01N2201-1296
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G01N2021-1797
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-20084
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-20081
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-048
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-10032
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-30188
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-10004
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G01N2021-177
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/B64C2201-123
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G01N2021-8466 |
| classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N20-00
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-04
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T17-05
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http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-084
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G01N21-17
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V20-13
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/B64C39-024
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http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V10-764
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V10-82
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-0012 |
| classificationIPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06V20-13
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06T7-00
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http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06N3-04
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06T17-05
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06N20-00 |
| filingDate |
2021-01-06-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_a1692b06deda6c06d967ee68a1496447
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_bbbd30e3185ee6a19f8739385459b1b6
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_c1924b899ee85f20c004a881f078088d
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_cba2c8b85397dc04c2b2ebc34f9de2d8 |
| publicationDate |
2021-07-08-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber |
US-2021209747-A1 |
| titleOfInvention |
Unmanned aerial system genotype analysis using machine learning routines |
| abstract |
Various embodiments are disclosed for a machine learning system for automatic genotype selection and performance evaluation using multi-source and spatiotemporal remote sensing data collected from an unmanned aerial system (UAS). A computing device may be configured to access images of a field having a first genotype and a second genotype of at least one crop or plant planted therein. The computing device may apply an image processing routine to the images to analyze the images of the field and determine characteristics of the first genotype and the second genotype of the at least one crop or plant planted in the field. The computing device may then apply a machine learning routine to forecast a first estimated yield of the first genotype and a second estimated yield of the second genotype using the identified characteristics of the first genotype and the second genotype. |
| isCitedBy |
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/IL-291800-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2021183108-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/IL-291800-A
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11508092-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11756232-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2023028706-A1 |
| priorityDate |
2020-01-06-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| type |
http://data.epo.org/linked-data/def/patent/Publication |