Mod?le hybride d'apprentissage profond pour la d?tection de la rouille jaune du bl? D?tection des niveaux de gravit? de la rouille jaune du bl? ? l'aide d'un mod?le d'apprentissage profond
Language: French
Published by Editions Notre Savoir, 2021
- Softcover
- New
Condition: New
£ 42.86
Quantity: 2 available
Add to basketItem description from seller
Dans de nombreuses r?gions du monde, les pertes de qualit? et de rendement du bl? ont augment? en raison des maladies de la rouille du bl? L'identification de la maladie de la rouille jaune ainsi que le pourcentage de tissus endommag?s par la maladie de la rouille en termes de niveaux de gravit? sont tr?s importants et sont g?n?ralement r?alis?s par des ?valuateurs exp?riment?s ou des techniques de vision par ordinateur. Avec l'aide des techniques de vision par ordinateur, le co?t et le temps doivent ?tre minimis?s. Cette ?tude pr?sente un mod?le de classification de la rouille jaune du bl? avec diff?rents niveaux de gravit? de la maladie. Elle est r?alis?e ? l'aide de STARGAN et d'un r?seau neuronal convolutif (CNN). Apr?s avoir men? plusieurs exp?riences avec des param?tres tels que les diff?rentes ?poques, la taille des lots, le taux d'apprentissage et le taux d'abandon, cette ?tude atteint une pr?cision de 94,07 % pour classer la rouille jaune du bl? par rapport ? la plante normale. Lors de la mesure de la gravit?, CNN a atteint 94,3% de pr?cision de validation de la rouille jaune du bl? ? un niveau de gravit? ?lev? Sprache: Französisch Gewicht in Gramm: 191.…
Seller Inventory # IB-12124755
- Title
- Mod?le hybride d'apprentissage profond pour la d?tection de la rouille jaune du bl? D?tection des niveaux de gravit? de la rouille jaune du bl? ? l'aide d'un mod?le d'apprentissage profond
- Author
- Vinay Kukreja, Deepak Kumar
- Publisher
- Editions Notre Savoir
- Publication year
- 2021
- Condition
- Neu
- Binding
- Softcover/Taschenbuch
- Language
- French
- ISBN 10
- 6204238876
- ISBN 13
- 9786204238876
- Item weight
- 191 grams
"Synopsis" may belong to another edition of this title.
Shipping rates from Germany to U.S.A.
| Item | 10 to 12 business days | 8 to 10 business days |
|---|---|---|
| First item | £ 41.62 | £ 62.56 |
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