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.

Manylion Llyfryddiaeth
Prif Awduron:	Mahbub, Mohammed Julfikar Ali, Rahmatullah, S. Afsan, Rahman, G M Sohanur, Zillanee, Abu Hasnayen, Akib, Aknur Kamal
Awduron Eraill:	Alam, Md. Ashraful
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2022
Pynciau:	GAN Sketch to realistic image Data augmentation Diversity of domain Cognitive learning theory (Deep learning) Artificial intelligence
Mynediad Ar-lein:	http://hdl.handle.net/10361/16818

Eitemau Tebyg

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

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

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

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

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

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

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

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

Instruction to rectify the beam as per WEB sketch (SK125)
gan: Brac University
Cyhoeddwyd: (2023)

Autism detection based on MRI images using Deep Learning
gan: Mostafa, Sadab, et al.
Cyhoeddwyd: (2023)

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

Visual object recognition using deep convolutional neural network
gan: Ahmed, Sabbir
Cyhoeddwyd: (2017)

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

The poetry of John Donne: Fantasy at war with reason
gan: Jabeen, Farrah
Cyhoeddwyd: (2010)

An improved deepfake detection using deep learning
gan: Paul, Annay, et al.
Cyhoeddwyd: (2023)

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

Detection of multiple sclerosis using deep learning
gan: Jannat, Sabila Al, et al.
Cyhoeddwyd: (2021)

V. G. Ramachandran'sThe law of land acquisition and compensation /
gan: Ramachandran,V. G.
Cyhoeddwyd: (1995)

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

Water । ink । paper /
gan: Ahmed, Salauddin
Cyhoeddwyd: (2013)

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

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

Yoga posture recognition using the deep learning process
gan: Islam, Abidul, et al.
Cyhoeddwyd: (2023)

Drawn and Dangerous
gan: Castaldi

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

An efficient deep learning approach to detect skin Cancer
gan: Islam, Ashfaqul, et al.
Cyhoeddwyd: (2022)

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

Customer readiness & adoption of augmented reality
gan: Kabir, MD Ishtiaque
Cyhoeddwyd: (2018)

Corn leaf disease detection using deep convolution neural network
gan: Rabbi, Rawhatur, et al.
Cyhoeddwyd: (2023)

Self-learning game bot using deep reinforcement learning
gan: Ananto, Azizul Haque
Cyhoeddwyd: (2018)

Predicting crime using deep learning
gan: Shihab, Muhammad Nafees, et al.
Cyhoeddwyd: (2024)

Deep learning /
gan: Goodfellow, Ian
Cyhoeddwyd: (2016)

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

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

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

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

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

How the West Was Drawn
gan: Bernstein

Lines Were Drawn
gan: Horn

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