Exploring machine learning techniques for symptom-based detection of livestock diseases

Exploring machine learning techniques for symptom-based detection of livestock diseases

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2024.

ग्रंथसूची विवरण
मुख्य लेखकों:	Niloy, Mahir Ahmed, Bhowmik, Tanmay, Abedin, Jennifer, Ferdous, Syeda Jannatul, Jahan, Ishrat
अन्य लेखक:	Noor, Jannatun
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2024
विषय:	Livestock disease Disease detection Neural network Ensemble model Gradient boosting classifier Machine learning Neural networks (Computer science). Livestock > Diseases. Deep learning.
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/24268

समान संसाधन

Use of machine learning and IoT for monitoring and tracking of livestock
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Application of machine learning techniques on the context of livestock analysis
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प्रकाशित: (2018)

Livestock resources in Bangladesh : present status and future potential /
द्वारा: Ālama, Jāhāṅgīra
प्रकाशित: (1995)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
द्वारा: Ghosh, Kawshik Kumar, और अन्य
प्रकाशित: (2023)

Agriculture and livestock programme
द्वारा: Ahmed, Tanvir
प्रकाशित: (2016)

X-Ray classification to detect COVID-19 using ensemble model
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प्रकाशित: (2021)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
द्वारा: Shawan, Naveed Rahman, और अन्य
प्रकाशित: (2019)

Detecting online recruitment fraud by using machine learning
द्वारा: Ghosh, Gitanjali, और अन्य
प्रकाशित: (2021)

Association between household livestock ownership and childhood stunting in Bangladesh – A spatial analysis
द्वारा: Hossain, Md. Belal, और अन्य
प्रकाशित: (2022)

The activities of accounts and finance department of the dairy and livestock program of SOJAG
द्वारा: Matin, Yusuf Ibn
प्रकाशित: (2019)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
द्वारा: Ferdous, Md.Rubaiat, और अन्य
प्रकाशित: (2024)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
द्वारा: Bhuiyan, Mahdi Hasan, और अन्य
प्रकाशित: (2024)

Early detection of chronic kidney disease using machine learning
द्वारा: Abrar, Tahmid, और अन्य
प्रकाशित: (2019)

Maximum livestock production from minimum land : proceedings of the fourth seminar held from 2nd to 5th of February 1981 at the Bangladesh Agricultural University, Mymensingh Bangladesh /

Efficient image processing and machine learning approach for predicting retinal diseases
द्वारा: Hasib, Mehadi Hasan, और अन्य
प्रकाशित: (2021)

Plant leaf disease identification
द्वारा: Hasan Mahin, Mohammad Rakibul, और अन्य
प्रकाशित: (2024)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
द्वारा: Turjo, Aquib Abtahi, और अन्य
प्रकाशित: (2021)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
द्वारा: Ifty, Md. Hasin Sarwar, और अन्य
प्रकाशित: (2024)

A deep learning approach for prediction of ADHD using brain structure
द्वारा: Siam, Shafin Ahad, और अन्य
प्रकाशित: (2024)

Smallholder livestock development project Bangladesh: third misssion report, phase IV
द्वारा: BRAC
प्रकाशित: (2016)

Building a credit scoring model to assign a reference score based on credit transaction and relevant profile data
द्वारा: Islam, Saqib Al, और अन्य
प्रकाशित: (2020)

Deep learning based early Glaucoma detection
द्वारा: Islam, Aabrar, और अन्य
प्रकाशित: (2024)

Maximum livestock production from minimum land : proceedings of the third seminar, held from 13th to 18th February 1982 at Bangladesh Agricultural Research Institute, Joydebpur /

Medical image reader powered by artificial intelligence
द्वारा: Palok, Tanvir Ahmed, और अन्य
प्रकाशित: (2024)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
द्वारा: Datta, Nirjhor, और अन्य
प्रकाशित: (2024)

Center for self riliance : a place for learning and sharing
द्वारा: Arefin, Md. Abrarul
प्रकाशित: (2018)

Plant disease detection using convolutional neural network
द्वारा: Hossain, Mohammad Shifat, और अन्य
प्रकाशित: (2021)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
द्वारा: Sagor, Mostofa Kamal, और अन्य
प्रकाशित: (2021)

Predicting Novel Coronavirus (nCoV) strains detecting the mutation process applying neural networking
द्वारा: Rafi, Abdullah Hasan Sajjad, और अन्य
प्रकाशित: (2024)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
द्वारा: Shahriar, Farhan, और अन्य
प्रकाशित: (2021)

Detection of early stages of Parkinson's disease by analyzing fMRI data and machine learning approaches
द्वारा: Neehal, Ahmed Hasin, और अन्य
प्रकाशित: (2020)

Tomato leaf disease detection using convolutional neural network
द्वारा: Hasan, Md. Riazul, और अन्य
प्रकाशित: (2023)

Thoracic complication detection on chest X-rays using deep learning
द्वारा: Ratul, Rizwanul Hoque, और अन्य
प्रकाशित: (2021)

An early assessment of CFPR II support packages
द्वारा: Das, Narayan Chandra, और अन्य
प्रकाशित: (2022)

PlantGuard: intelligent plant disease detection
द्वारा: Khanom, Nazifa
प्रकाशित: (2024)

Heart disease prediction system
द्वारा: Amit, Tayab Al Azad, और अन्य
प्रकाशित: (2022)

Prediction on large scale data using extreme gradient boosting
द्वारा: Sawon, Md.Tariq Hasan, और अन्य
प्रकाशित: (2016)

Heart disease prediction using machine learning algorithms
द्वारा: Ali, Musfiq, और अन्य
प्रकाशित: (2019)

Comparative study of X-ray and CT scan images for the detection of COVID-19 using deep learning
द्वारा: Niloy, Ahashan Habib, और अन्य
प्रकाशित: (2021)

Early detection of parkinson’s disease using image processing and artificial neural network
द्वारा: Rumman, Mosarrat, और अन्य
प्रकाशित: (2018)