Smart automated fruit freshness recognition system using image processing and deep learning

Smart automated fruit freshness recognition system using image processing and deep learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Shil, Prantha, Rahman, Zisanur, Bin Jalil, Jawad, Bin Sakib, Kazi Rishad, Hossain, Md. Tamim
مؤلفون آخرون:	Uddin, Dr. Jia
التنسيق:	أطروحة
اللغة:	English
منشور في:	Brac University 2023
الموضوعات:	CNN VGG19 Deep Learning Fruit Freshness Regression Image Recognition Keras application. Optical data processing. Artificial intelligence.
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/17929

مواد مشابهة

Fruit and vegetable freshness detection using deep learning
بواسطة: Haque, Md. Mahidul, وآخرون
منشور في: (2023)

Some studies of fresh fruit and vegetable marketing in Asia /
منشور في: (1974)

Image recognition by deep learning
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منشور في: (2018)

Microbiology of fresh produce /
منشور في: (2006)

Fresh Graduate’s interest on doing job at Bangladesh Bank
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Minimally segmenting performance Bangla optical character recognition using Kohonen network
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Customer satisfaction of Direct Fresh Ltd.
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منشور في: (2017)

Online shopping experience & customer satisfaction of Direct Fresh Ltd.
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منشور في: (2016)

Study on human emotion based on facial expressions through human machine communication
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Detection of Parkinson’s disease from Neuro-imagery using deep neural network with transfer learning
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Computer vision based skin disease detection using machine learning
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Intelligent Character Recognition system for visually impaired people
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An efficient deep learning approach to predict heart failure from image data using ejection fraction
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Bangla character recognition for Android devices
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منشور في: (2016)

Isolation and identification of microbes from various fruit juices made and sold for immediate consumption at home and in the market of Dhaka city
بواسطة: Mortuza, Tasnim
منشور في: (2016)

Detection and recognition of Bangladeshi fishes using surf features and CNN classifier
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منشور في: (2019)

Implementation of tactical strategy to change consumer perception of Fresh Milk Powder
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Detecting brain tumor using deep neural networks from MRI images
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Emotion recognition using EEG signal and deep learning approach
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License plate recognition
بواسطة: Chowdhury, Mohammed Abrar Ahasan, وآخرون
منشور في: (2023)

Deep Learning based Medicinal Plants Leaf Recognition
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منشور في: (2023)

Fruit and vegetable biotechnology /
منشور في: (2002)

An efficient handwritten Bangla character recognition system using computer vision and natural language processing
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منشور في: (2024)

Urban pattern recognition from multi-spectral satellite images and flood prediction using machine learning models
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منشور في: (2024)

Enhancing optical character recognition capabilities for Bengali script: the development and evaluation of Bengali CharNet
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Comparative analysis of emotion recognition methods
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Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
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منشور في: (2021)

Traffic sign recognition using deep learning
بواسطة: Amir, Afia Binte, وآخرون
منشور في: (2020)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
بواسطة: Khan, Farhan Sakib, وآخرون
منشور في: (2022)

Determination of isolation & antibiotic susceptibility pattern of Salmonella spp. from fresh vegetables collected from local markets of Dhaka city
بواسطة: Easrat Jahan, Tonima, وآخرون
منشور في: (2023)

An efficient approach to detect melanoma skin cancer using a custom CNN model
بواسطة: Rahman, K.M Saidur, وآخرون
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Recognising license plate from image data using deep learning
بواسطة: Golder, Rupam, وآخرون
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Segmentation free Bangla OCR using HMM: Training and recognition
بواسطة: Hasnat, Md. Abul, وآخرون
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A squeeze and excitation ResNeXt-based deep learning model for Bangla handwritten basic to compound character recognition
بواسطة: Khan, Mohammad Meraj
منشور في: (2022)

Vegetable gardening /
منشور في: (1974)

Antibiogram patterns of staphylococcus aureus obtained from packaged meat, milk and milk products, fruits and vegetables of various supermarkets in Dhaka city
بواسطة: Hussain, Benazir Khandaker
منشور في: (2018)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
بواسطة: Nahar, Jannatun, وآخرون
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An efficient deep learning approach for 3D face detection using multiple angular 2D images
بواسطة: Rafsan, Nayeem, وآخرون
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A deep face-mask detection model using DenseNet169 and image processing techniques
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Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)
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منشور في: (2023)