Skin disease detection and classification using deep learning

Skin disease detection and classification using deep learning

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

Detaylı Bibliyografya
Asıl Yazarlar:	Shuvon, Mehedi Hasan, Sadia, Rowshanara, Shormi, Shanjida Habib, Arafin, Umma Tania, Chowdhury, Md. Rawha Mikdad
Diğer Yazarlar:	Rhaman, Md. Khalilur
Materyal Türü:	Tez
Dil:	English
Baskı/Yayın Bilgisi:	Brac University 2022
Konular:	Image processing Deep learning MobileNetV2 InceptionV3 ResNetV2 Epoch Softmax Skin disease KNN CNN Detection Tensorflow Keras Layer Dense layer Machine learning Image processing > Digital techniques. Cognitive learning theory (Deep learning)
Online Erişim:	http://hdl.handle.net/10361/17027

Benzer Materyaller

Citrus leaf disease detection by image processing
Yazar:: Chowdhury, Mahir Faisal, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
Yazar:: Athina, Fahima Hasan, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Computer vision based skin disease detection using machine learning
Yazar:: Jayeb, Ahmad Wasiq, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

A comparative study of lung cancer prediction using deep learning
Yazar:: Mugdho, Aka Mohammad, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3
Yazar:: Kobra, Khadija-Tul, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
Yazar:: Rahman, Afridi Ibn, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Approaching transfer learning to identify correctly worn facial masks
Yazar:: Sadid, Tausif, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Explainable breast cancer detection from Histopathology images using transfer learning and XAI
Yazar:: Farabi, Farhan, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
Yazar:: Khan, Farhan Sakib, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
Yazar:: Ismail, Sayem Mohammad, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Diabetic retinopathy detection and classification by using deep learning
Yazar:: Hossain, Shahriar, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Deep learning-based real-time pothole detection for avoiding road accident
Yazar:: Basher, Rafsan, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Evaluating the effectiveness of CNN-based models for diabetic retinopathy detection
Yazar:: Niaz, H.M, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Automatic waste classification using deep learning and computer vision techniques
Yazar:: Akash, MD., ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
Yazar:: Shahriar, Farhan, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
Yazar:: Promita, Samanta Tabassum, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
Yazar:: Hossain, Mohammad Sakib, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Violent activity detection through surveillance camera using deep learning
Yazar:: Miah, Parvez, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Analyzing students’ concentration in online courses through Webcam
Yazar:: Asif, Md., ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
Yazar:: Awwal, Alvina, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

An efficient approach for recyclable waste detection and classification using image processing techniques
Yazar:: Chowdhury, Prabal Kumar, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Skin cancer classification for seven types of skin lesions
Yazar:: Rahman, Md. Tawsifur, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

An interpretable deep learning approach to detect Alzheimer using MRI images
Yazar:: Oni, Farhan Anzum, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
Yazar:: Sharma, Tanmoyee, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Real-time crime detection using convolutional LSTM and YOLOv7
Yazar:: Sakiba, Cyrus, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Comprehensive fingerprint recognition utilizing one shot learning with Siamese Network
Yazar:: Zaman, Sara Milham, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
Yazar:: Khisa, Pushpakali, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
Yazar:: Shahriar, Hasan, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
Yazar:: Sarmi, Kaniz Fatima, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Prostate cancer detection using deep learning neural network with transfer learning approach
Yazar:: Badhon, Ariful Islam Mahmud, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
Yazar:: Datta, Anurag, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Detection of coronary artery blockage at an early stage using effective deep learning technique
Yazar:: Promit, Tahmid Ashrafee, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models
Yazar:: Islam, Tahsin, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Gender classification in Bangla language using deep learning-based voice analysis
Yazar:: Hakim, Talukder Juhaer, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
Yazar:: Hasan, Moenul, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Masked face identification using face recognition
Yazar:: Hossen, Tareq, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

A deep learning approach towards soft biometrics attributes prediction using CNN
Yazar:: Kibria, Maharab, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
Yazar:: Nahar, Jannatun, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

A comparison of deep learning U‐Net architectures for semantic segmentation on panoramic X-ray images
Yazar:: Bin Mushfiq, Rahil, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

An efficient deep learning approach to detect skin Cancer
Yazar:: Islam, Ashfaqul, ve diğerleri
Baskı/Yayın Bilgisi: (2022)