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.

Bibliografische gegevens
Hoofdauteurs:	Mahbub, Mohammed Julfikar Ali, Rahmatullah, S. Afsan, Rahman, G M Sohanur, Zillanee, Abu Hasnayen, Akib, Aknur Kamal
Andere auteurs:	Alam, Md. Ashraful
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2022
Onderwerpen:	GAN Sketch to realistic image Data augmentation Diversity of domain Cognitive learning theory (Deep learning) Artificial intelligence
Online toegang:	http://hdl.handle.net/10361/16818

Gelijkaardige items

Federated GAN based biomedical image augmentation and classification for Alzheimer’s disease
door: Roy, Aditya, et al.
Gepubliceerd in: (2023)

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

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

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

Classifying insect pests from image data using deep learning
door: Mohsin, Md. Raiyan Bin, et al.
Gepubliceerd in: (2022)

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

Deep convolutional GAN-based data augmentation for medical image classification
door: Datta, Joy, et al.
Gepubliceerd in: (2022)

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

Instruction to rectify the beam as per WEB sketch (SK125)
door: Brac University
Gepubliceerd in: (2023)

Autism detection based on MRI images using Deep Learning
door: Mostafa, Sadab, et al.
Gepubliceerd in: (2023)

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

Visual object recognition using deep convolutional neural network
door: Ahmed, Sabbir
Gepubliceerd in: (2017)

Implementation of diffusion model in realistic face generation
door: Rahman, Abidur, et al.
Gepubliceerd in: (2024)

The poetry of John Donne: Fantasy at war with reason
door: Jabeen, Farrah
Gepubliceerd in: (2010)

An improved deepfake detection using deep learning
door: Paul, Annay, et al.
Gepubliceerd in: (2023)

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

Detection of multiple sclerosis using deep learning
door: Jannat, Sabila Al, et al.
Gepubliceerd in: (2021)

V. G. Ramachandran'sThe law of land acquisition and compensation /
door: Ramachandran,V. G.
Gepubliceerd in: (1995)

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

Water । ink । paper /
door: Ahmed, Salauddin
Gepubliceerd in: (2013)

Damaged road detection using Image Processing and Deep Learning
door: Swadesh, Shimran Mahbub, et al.
Gepubliceerd in: (2022)

A modern technique to detect potholes by Computer Vision and Deep Learning
door: Saif, Muntasir Mahmud, et al.
Gepubliceerd in: (2023)

Yoga posture recognition using the deep learning process
door: Islam, Abidul, et al.
Gepubliceerd in: (2023)

Drawn and Dangerous
door: Castaldi

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

An efficient deep learning approach to detect skin Cancer
door: Islam, Ashfaqul, et al.
Gepubliceerd in: (2022)

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

Customer readiness & adoption of augmented reality
door: Kabir, MD Ishtiaque
Gepubliceerd in: (2018)

Corn leaf disease detection using deep convolution neural network
door: Rabbi, Rawhatur, et al.
Gepubliceerd in: (2023)

Self-learning game bot using deep reinforcement learning
door: Ananto, Azizul Haque
Gepubliceerd in: (2018)

Predicting crime using deep learning
door: Shihab, Muhammad Nafees, et al.
Gepubliceerd in: (2024)

Deep learning /
door: Goodfellow, Ian
Gepubliceerd in: (2016)

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

Classification of peripheral blood cell images using deep learning
door: Aadi, Oyshik Ahmed, et al.
Gepubliceerd in: (2024)

An implementation and analysis of deep learning models for the detection of wheat diseases
door: Zubair, Ahmad, et al.
Gepubliceerd in: (2024)

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

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

How the West Was Drawn
door: Bernstein

Lines Were Drawn
door: Horn

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