Wajahat Hussain

Wajahat Hussain
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Verified
Wajahat verified their affiliation via an institutional email.
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  • PhD Computer Science
  • PhD Student at Islamia University of Bahawalpur

About

1
Publication
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1
Citation
Introduction
Skills and Expertise
Machine Learning
Computer Vision
Image Processing
Pattern Recognition
Natural Language Processing
Object Recognition
Pattern Classification
Image Segmentation
Current institution
Islamia University of Bahawalpur
Islamia University of Bahawalpur
  • Department of Computer Science and Information Technology
  • Bahawalnagar, Pakistan
Current position
  • PhD Student

Publications

Publication (1)
CNN and genetic algorithm-based methodological architecture.
Samples from the MNIST dataset.
Optimization of CNN hyperparameter with GA.
Ensemble genetic and CNN model-based image classification approach.
+11 CNN model’s training and validation graph.
Ensemble genetic and CNN model-based image classification by enhancing hyperparameter tuning
Article
Full-text available
  • Jan 2025
Model optimization is a problem of great concern and challenge for developing an image classification model. In image classification, selecting the appropriate hyperparameters can substantially boost the model’s ability to learn intricate patterns and features from complex image data. Hyperparameter optimization helps to prevent overfitting by find...
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