A comparative study of car image generation quality using DCGAN and VSGAN

A comparative study of car image generation quality using DCGAN and VSGAN

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

書目詳細資料
Main Authors:	Shayer, Mirza Ahmad, Anjum, Nafisha, Mim, Sushana Islam, Chowdhury, Md. Abu Sajid, Preoshi, Noshin Nanjiba Islam
其他作者:	Mostakim, Moin
格式:	Thesis
語言:	en_US
出版:	Brac University 2022
主題:	Image generation GAN CGAN DCGAN VSGAN WGAN WGANGP Epochs Training Testing K Nearest Neighbors Regression Random Forest Classifier Image processing > Digital techniques
在線閱讀:	http://hdl.handle.net/10361/17644

相似書籍

Generating and compressing images from a large volume of discrete datasets using GANs along with different compression techniques and studying the results
由: Sajid, Mayeen Abedin, et al.
出版: (2023)

Structurally and semantically coherent deep image inpainting
由: Sami, Mirza Tanzim, et al.
出版: (2019)

A GAN-based federated learning architecture for data augmentation of medical images
由: Al Rakin, Abdullah, et al.
出版: (2023)

Enhancing crops production based on environmental status using machine learning techniques
由: Talukder, Shiyam, et al.
出版: (2021)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
由: Mizan, Mubasshira, et al.
出版: (2024)

Flood prediction using machine learning models
由: Syeed, Miah Mohammad Asif, et al.
出版: (2022)

Effectiveness of data mining in predicting heart diseases
由: Afrin, Shahria, et al.
出版: (2018)

Image recognition by deep learning
由: Mohiuddin, Karishma, et al.
出版: (2018)

Generation of realistic images from human drawn sketches using deep learning
由: Mahbub, Mohammed Julfikar Ali, et al.
出版: (2022)

Detection of early stages of Parkinson's disease by analyzing fMRI data and machine learning approaches
由: Neehal, Ahmed Hasin, et al.
出版: (2020)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
由: Sarkar, Ripa, et al.
出版: (2024)

A novel approach for digital image watermarking
由: Mitashe, Mashruha Raquib, et al.
出版: (2016)

Image encryption and decryption using computer generated holography
由: Istiaque, Md. Asif, et al.
出版: (2018)

Breast cancer prediction using different machine learning models
由: Khandker Al- Muhaimin, et al.
出版: (2020)

A study on image enhancement methods for printed Bangla document images
由: Islam, Anika Binte, et al.
出版: (2018)

An efficient way to convert 1D signal to 2D digital image using energy values
由: Azad, Muntasir, et al.
出版: (2018)

Automatic Bengali image captioning using efficientNet-transformer network and vision transformer
由: Kabir, Muhammad Khubayeeb, et al.
出版: (2023)

A comparative analysis of the different CNN-LSTM model caption generation of medical images
由: Amin, Mahzabin Yasmin Binte, et al.
出版: (2023)

Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection
由: Pavel, Monirul Islam, et al.
出版: (2018)

Deep learning based medical X-ray image recognition and classification
由: Khan, Md. Rakib Hossain
出版: (2019)

Image processing, analysis, and machine vision /
由: Sonka, Milan
出版: (2008)

A feature selection approach to determine obesity using machine learning method
由: Antor, Shahidul Alam, et al.
出版: (2021)

Digital Image processing using MATLAB /
由: Gonzalez, Rafael C.
出版: (2009)

Prostate cancer detection using deep learning neural network with transfer learning approach
由: Badhon, Ariful Islam Mahmud, et al.
出版: (2022)

Normalizing images in various weather and lighting conditions using Pix2Pix GAN
由: Tasnim, Sanjida, et al.
出版: (2024)

Prediction of earthquakes: a step towards predicting the unpredictable
由: Chowdhury, Maheen, et al.
出版: (2023)

Elemental image and audio synchronization and transmission technique for glasses-free 3D TV system
由: Khan, Amit Hasan, et al.
出版: (2019)

Detecting anomalies in human eyes using structural similarity index measurement
由: Jahan, Monwar, et al.
出版: (2019)

Demystify the blackbox model of automated detection of lung and kidney diseases from X-ray and CT radiographs
由: Islam, Md. Nazmul
出版: (2023)

Navigational intelligence at river: a laser-based imaging approach for nocturnal vessel detection
由: Zafreen, Zasia, et al.
出版: (2024)

ResInvolution: an involution-ResNet fused global spatial relation leveraging model for histopathological image analysis under federated learning environment
由: Dipto, Shakib Mahmud
出版: (2024)

Road sign detection and translation in Bangla using image processing and machine learning
由: Islam, Khalid Amirul, et al.
出版: (2019)

Skin disease detection and classification using deep learning
由: Shuvon, Mehedi Hasan, et al.
出版: (2022)

An improved image registration technique for shape reconstruction
由: Roy, Biprojit, et al.
出版: (2017)

Bangla sign language interpretation using image processing
由: Arko, Fahmid Nasif, et al.
出版: (2017)

Facial recognition using dynamic image processing
由: Haque, Md. Asiful, et al.
出版: (2017)

Translating words to images: adaptation in practice
由: Samiha, Maisha
出版: (2018)

A new pattern recognition method for abnormal event detection in crowded scenarios
由: Mostafa, Tahjid Ashfaque
出版: (2017)

Exploring deep features: deeper fully convolutional neural network for image segmentation
由: Kamran, Sharif Amit, et al.
出版: (2017)

Smoke detection using image processing
由: Sarker, Md. Kamrujjaman
出版: (2018)