- Hyderabad, Telangana, India
- https://padminig3404.github.io/My-EPortfolio/
- in/padmini-gudavalli-226245259
Highlights
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StyloMorph
StyloMorph PublicStyloMorph is an AI-powered face stylization tool using StyleGAN2 and e4e for high-quality, real-time transformations. With DLib's facial landmark detection, it ensures precision and is easily acce…
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Neural-Architecture-Search-Driven-Optimization-of-Deep-Learning-Models-for-Drug-Response-Prediction
Neural-Architecture-Search-Driven-Optimization-of-Deep-Learning-Models-for-Drug-Response-Prediction PublicNeural Architecture Search-Driven Drug Response Prediction optimizes deep learning models using NAS techniques like Random Search, Q-Learning, and Bayesian Optimization. It enhances drug response p…
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Data-Driven-Customer-Segmentation-using-RFM-and-Machine-Learning
Data-Driven-Customer-Segmentation-using-RFM-and-Machine-Learning PublicA data-driven analysis of customer transactions to uncover spending behavior, product preferences, and customer segmentation using RFM analysis and clustering. Features data preprocessing, EDA, and…
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Exploring-AlexNet-for-ImageNet-Classification
Exploring-AlexNet-for-ImageNet-Classification PublicExploring the AlexNet architecture for ImageNet classification using transfer learning and fine-tuning. Achieved 93.25% accuracy with comprehensive metrics like precision, recall, and F1-score. Inc…
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Mitigating-Membership-Inference-Attacks-Through-Machine-Unlearning
Mitigating-Membership-Inference-Attacks-Through-Machine-Unlearning PublicThis repo implements machine unlearning on ResNet-18 to enhance privacy by efficiently removing specific data without full retraining. It evaluates the impact on model performance, security against…
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