Generation of realistic images from human drawn sketches using deep learning

Generation of realistic images from human drawn sketches using deep learning

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

Detalhes bibliográficos
Main Authors:	Mahbub, Mohammed Julfikar Ali, Rahmatullah, S. Afsan, Rahman, G M Sohanur, Zillanee, Abu Hasnayen, Akib, Aknur Kamal
Outros Autores:	Alam, Md. Ashraful
Formato:	Thesis
Idioma:	English
Publicado em:	Brac University 2022
Assuntos:	GAN Sketch to realistic image Data augmentation Diversity of domain Cognitive learning theory (Deep learning) Artificial intelligence
Acesso em linha:	http://hdl.handle.net/10361/16818

Registos relacionados

Federated GAN based biomedical image augmentation and classification for Alzheimer’s disease
Por: Roy, Aditya, et al.
Publicado em: (2023)

Lessons learned in using realist evaluation to assess maternal and newborn health programming in rural Bangladesh
Por: Adams, Alayne, et al.
Publicado em: (2016)

Lessons learned in using realist evaluation to assess maternal and newborn health programming in rural Bangladesh
Por: Adams, Alayne, et al.
Publicado em: (2016)

Beyond words: an exploration of free-hand sketches and EEG-based neurobiological signatures to unveil the underlying depression among cancer patients
Por: Miami, Anika Tahsin, et al.
Publicado em: (2023)

Classifying insect pests from image data using deep learning
Por: Mohsin, Md. Raiyan Bin, et al.
Publicado em: (2022)

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

Deep convolutional GAN-based data augmentation for medical image classification
Por: Datta, Joy, et al.
Publicado em: (2022)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
Por: Alhossen, Md., et al.
Publicado em: (2021)

Instruction to rectify the beam as per WEB sketch (SK125)
Por: Brac University
Publicado em: (2023)

Autism detection based on MRI images using Deep Learning
Por: Mostafa, Sadab, et al.
Publicado em: (2023)

Enhancing underwater object detection through water artifact removal and using ensemble transfer learning
Por: Saikat, Nayem Hossain, et al.
Publicado em: (2024)

Visual object recognition using deep convolutional neural network
Por: Ahmed, Sabbir
Publicado em: (2017)

Implementation of diffusion model in realistic face generation
Por: Rahman, Abidur, et al.
Publicado em: (2024)

The poetry of John Donne: Fantasy at war with reason
Por: Jabeen, Farrah
Publicado em: (2010)

An improved deepfake detection using deep learning
Por: Paul, Annay, et al.
Publicado em: (2023)

A domain and noise adversarial bird tune classification pipeline using deep neural network
Por: Riya, Aparna Sarker, et al.
Publicado em: (2023)

Detection of multiple sclerosis using deep learning
Por: Jannat, Sabila Al, et al.
Publicado em: (2021)

V. G. Ramachandran'sThe law of land acquisition and compensation /
Por: Ramachandran,V. G.
Publicado em: (1995)

Greenhouse monitoring and harvesting mobile robot with 6DOF manipulator utilizing ROS, inverse kinematics and deep learning models
Por: Islam, Md. Hashibul, et al.
Publicado em: (2023)

Water । ink । paper /
Por: Ahmed, Salauddin
Publicado em: (2013)

Damaged road detection using Image Processing and Deep Learning
Por: Swadesh, Shimran Mahbub, et al.
Publicado em: (2022)

A modern technique to detect potholes by Computer Vision and Deep Learning
Por: Saif, Muntasir Mahmud, et al.
Publicado em: (2023)

Yoga posture recognition using the deep learning process
Por: Islam, Abidul, et al.
Publicado em: (2023)

Drawn and Dangerous
Por: Castaldi

Real-time driving monitoring system on a single-board computer utilizing deep neural networks integrated with MiDAS
Por: Kaisar, Sazeed, et al.
Publicado em: (2024)

An efficient deep learning approach to detect skin Cancer
Por: Islam, Ashfaqul, et al.
Publicado em: (2022)

Bengali isolated speech recognition : a comparative analysis of the effects of data augmentation on HMM and DNN based acoustic models
Por: Rashid, Warida, et al.
Publicado em: (2018)

Customer readiness & adoption of augmented reality
Por: Kabir, MD Ishtiaque
Publicado em: (2018)

Corn leaf disease detection using deep convolution neural network
Por: Rabbi, Rawhatur, et al.
Publicado em: (2023)

Self-learning game bot using deep reinforcement learning
Por: Ananto, Azizul Haque
Publicado em: (2018)

Predicting crime using deep learning
Por: Shihab, Muhammad Nafees, et al.
Publicado em: (2024)

Deep learning /
Por: Goodfellow, Ian
Publicado em: (2016)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
Por: Khan, Ibrahim
Publicado em: (2023)

Classification of peripheral blood cell images using deep learning
Por: Aadi, Oyshik Ahmed, et al.
Publicado em: (2024)

An implementation and analysis of deep learning models for the detection of wheat diseases
Por: Zubair, Ahmad, et al.
Publicado em: (2024)

Large scale thermal-solid coupling analysis using inexact balancing domain decomposition
Por: Mukaddes, Abul Mukid Mohammad, et al.
Publicado em: (2011)

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

How the West Was Drawn
Por: Bernstein

Lines Were Drawn
Por: Horn

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