Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Ghosh, Kawshik Kumar, Islam, MD.Fahim-Ul, Efaz, Abrar Ahsan, Ratul, Md. Wahid Sadiq, Shatil, Md Zaid Hassan Khan
Rannpháirtithe:	Chakrabarty, Amitabha
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2023
Ábhair:	Deep learning Edge devices Mastitis Livestock Machine learning Cognitive learning theory
Rochtain ar líne:	http://hdl.handle.net/10361/18377

Míreanna comhchosúla

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Livestock resources in Bangladesh : present status and future potential /
de réir: Ālama, Jāhāṅgīra
Foilsithe / Cruthaithe: (1995)

Agriculture and livestock programme
de réir: Ahmed, Tanvir
Foilsithe / Cruthaithe: (2016)

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de réir: Eshan, M Sakib Osman, et al.
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de réir: Rafee, Athar Noor Mohammad, et al.
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Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
de réir: Fiona, Driciru, et al.
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Essentials of learning : the new cognitive learning for students of education /
de réir: Travers, Robert Morris William, 1913-

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de réir: Pranta, Kazi Al Refat, et al.
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Learning theories in childhood /
de réir: Gray, Colette, et al.
Foilsithe / Cruthaithe: (2015)

How we learn and why we don't : student survival guide using the cognitive profile inventory /
de réir: Krause, Lois Breur
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de réir: Mubin, Kazi Ehsanul, et al.
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de réir: Badhon, Ariful Islam Mahmud, et al.
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de réir: Rafi, Md. Sadman
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de réir: Ananto, Azizul Haque
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Development of mobile learning system based on android app
de réir: Samrin, Sama, et al.
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Association between household livestock ownership and childhood stunting in Bangladesh – A spatial analysis
de réir: Hossain, Md. Belal, et al.
Foilsithe / Cruthaithe: (2022)

Mastery learning: theory and practice.
Foilsithe / Cruthaithe: (1971)

The conditions of learning /
de réir: Gagné, Robert M. (Robert Mills), 1916-2002
Foilsithe / Cruthaithe: (1977)

Learning in adulthood : a comprehensive guide /
de réir: Merriam, Sharan B.
Foilsithe / Cruthaithe: (1991)

Essentials of learning for instruction /
de réir: Gagné, Robert M. (Robert Mills), 1916-2002
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Heart disease prediction using machine learning algorithms
de réir: Ali, Musfiq, et al.
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de réir: Zaman, Sara Milham, et al.
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Damaged road detection using Image Processing and Deep Learning
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Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
de réir: Toufique, S.M, et al.
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Analysis of the impact of online education using EEG signals and machine learning algorithms
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Document template identification and data extraction using machine learning and deep learning approach
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UAV assisted cooperative caching on network edge using multi agent Actor critic reinforcement learning
de réir: Araf, Sadman, et al.
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Learning theories for teachers /
de réir: Bigge, Morris L.
Foilsithe / Cruthaithe: (1982)

Understanding learning : influences and outcomes /
Foilsithe / Cruthaithe: (2001)

Sentiment analysis on Bangladesh airlines review data using machine learning
de réir: Hasib, Khan Md.
Foilsithe / Cruthaithe: (2022)

Public vehicle ETA system using machine learning
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Implementation of real-time learning on homomorphically encrypted visual inputs
de réir: Bhuiyan, Emtiaz MD Tafsir, et al.
Foilsithe / Cruthaithe: (2021)