eBook
Artificial Intelligence in Agriculture
| Τίτλος: | Artificial Intelligence in Agriculture |
|---|---|
| Περιγραφή: | This book is a platform for anyone who wishes to explore Artificial Intelligence in the field of agriculture from scratch or broaden their understanding and its uses. This book offers a practical, hands-on exploration of Artificial Intelligence, machine learning, deep Learning, computer vision and Expert system with proper examples to understand. This book also covers the basics of python with example so that any anyone can easily understand and utilize artificial intelligence in agriculture field. This book is divided into two parts wherein first part talks about the artificial intelligence and its impact in the agriculture with all its branches and their basics. The second part of the book is purely implementation of algorithms and use of different libraries of machine learning, deep learning and computer vision to build useful and sightful projects in real time which can be very useful for you to have better understanding of artificial intelligence. After reading this book, the reader will an understanding of what Artificial Intelligence is, where it is applicable, and what are its different branches, which can be useful in different scenarios. The reader will be familiar with the standard workflow for approaching and solving machine-learning problems, and how to address commonly encountered issues. The reader will be able to use Artificial Intelligence to tackle real-world problems ranging from crop health prediction to field surveillance analytics, classification to recognition of species of plants etc. Note: T&F does not sell or distribute the hardback in India, Pakistan, Nepal, Bhutan, Bangladesh and Sri Lanka. This title is co-published with NIPA. |
| Συγγραφείς: | Rajesh Singh, Anita Gehlot, Mahesh Kumar Prajapat, Bhupendra Singh |
| Resource Type: | eBook. |
| Θέματα: | Artificial intelligence--Agricultural applicatio, Intelligence artificielle--Applications agricole, TECHNOLOGY--Agriculture--General, COMPUTERS--Programming Languages--Python, Internet of things, Sustainable agriculture |
| Categories: | TECHNOLOGY & ENGINEERING / Agriculture / General, COMPUTERS / Artificial Intelligence / Computer Vision & Pattern Recognition, COMPUTERS / Data Science / Machine Learning |
| Βάση Δεδομένων: | eBook Index |
| FullText | Text: Availability: 0 |
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| Header | DbId: edsebk DbLabel: eBook Index An: 2957905 RelevancyScore: 956 AccessLevel: 6 PubType: eBook PubTypeId: ebook PreciseRelevancyScore: 955.975708007813 |
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| Items | – Name: Title Label: Title Group: Ti Data: Artificial Intelligence in Agriculture – Name: Abstract Label: Description Group: Ab Data: This book is a platform for anyone who wishes to explore Artificial Intelligence in the field of agriculture from scratch or broaden their understanding and its uses. This book offers a practical, hands-on exploration of Artificial Intelligence, machine learning, deep Learning, computer vision and Expert system with proper examples to understand. This book also covers the basics of python with example so that any anyone can easily understand and utilize artificial intelligence in agriculture field. This book is divided into two parts wherein first part talks about the artificial intelligence and its impact in the agriculture with all its branches and their basics. The second part of the book is purely implementation of algorithms and use of different libraries of machine learning, deep learning and computer vision to build useful and sightful projects in real time which can be very useful for you to have better understanding of artificial intelligence. After reading this book, the reader will an understanding of what Artificial Intelligence is, where it is applicable, and what are its different branches, which can be useful in different scenarios. The reader will be familiar with the standard workflow for approaching and solving machine-learning problems, and how to address commonly encountered issues. The reader will be able to use Artificial Intelligence to tackle real-world problems ranging from crop health prediction to field surveillance analytics, classification to recognition of species of plants etc. Note: T&F does not sell or distribute the hardback in India, Pakistan, Nepal, Bhutan, Bangladesh and Sri Lanka. This title is co-published with NIPA. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Rajesh+Singh%22">Rajesh Singh</searchLink><br /><searchLink fieldCode="AR" term="%22Anita+Gehlot%22">Anita Gehlot</searchLink><br /><searchLink fieldCode="AR" term="%22Mahesh+Kumar+Prajapat%22">Mahesh Kumar Prajapat</searchLink><br /><searchLink fieldCode="AR" term="%22Bhupendra+Singh%22">Bhupendra Singh</searchLink> – Name: TypePub Label: Resource Type Group: TypPub Data: eBook. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Artificial+intelligence--Agricultural+applicatio%22">Artificial intelligence--Agricultural applicatio</searchLink><br /><searchLink fieldCode="DE" term="%22Intelligence+artificielle--Applications+agricole%22">Intelligence artificielle--Applications agricole</searchLink><br /><searchLink fieldCode="DE" term="%22TECHNOLOGY--Agriculture--General%22">TECHNOLOGY--Agriculture--General</searchLink><br /><searchLink fieldCode="DE" term="%22COMPUTERS--Programming+Languages--Python%22">COMPUTERS--Programming Languages--Python</searchLink><br /><searchLink fieldCode="DE" term="%22Internet+of+things%22">Internet of things</searchLink><br /><searchLink fieldCode="DE" term="%22Sustainable+agriculture%22">Sustainable agriculture</searchLink> – Name: SubjectBISAC Label: Categories Group: Su Data: <searchLink fieldCode="ZK" term="%22TECHNOLOGY+%26+ENGINEERING+%2F+Agriculture+%2F+General%22">TECHNOLOGY & ENGINEERING / Agriculture / General</searchLink><br /><searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Artificial+Intelligence+%2F+Computer+Vision+%26+Pattern+Recognition%22">COMPUTERS / Artificial Intelligence / Computer Vision & Pattern Recognition</searchLink><br /><searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Data+Science+%2F+Machine+Learning%22">COMPUTERS / Data Science / Machine Learning</searchLink> |
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| RecordInfo | BibRecord: BibEntity: Classifications: – Code: 338.10285 Scheme: ddc Type: prePub Languages: – Code: eng Text: English Subjects: – SubjectFull: Artificial intelligence--Agricultural applicatio Type: general – SubjectFull: Intelligence artificielle--Applications agricole Type: general – SubjectFull: TECHNOLOGY--Agriculture--General Type: general – SubjectFull: COMPUTERS--Programming Languages--Python Type: general – SubjectFull: Internet of things Type: general – SubjectFull: Sustainable agriculture Type: general Titles: – TitleFull: Artificial Intelligence in Agriculture Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Rajesh Singh – PersonEntity: Name: NameFull: Anita Gehlot – PersonEntity: Name: NameFull: Mahesh Kumar Prajapat – PersonEntity: Name: NameFull: Bhupendra Singh – PersonEntity: Name: NameFull: Rajesh Singh – PersonEntity: Name: NameFull: Anita Gehlot – PersonEntity: Name: NameFull: Mahesh Kumar Prajapat – PersonEntity: Name: NameFull: Bhupendra Singh IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2021 – D: 19 M: 11 Type: profile Y: 2021 Identifiers: – Type: isbn-print Value: 9781032158105 – Type: isbn-electronic Value: 9781000506211 – Type: isbn-electronic Value: 9781000506235 – Type: isbn-electronic Value: 9781003245759 Titles: – TitleFull: Artificial Intelligence in Agriculture Type: main |
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