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Author

P. Sravani

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Review Open access Jul 2026

DEEPFAKE FORENSIC SUITE- IDENTITY MAPPING & MEDIA INTEGRITY VERIFICATION SYSTEM

The proposed framework establishes a multi-layered security pipeline that implements a high-precision biometric mapping and alignment phase utilizing Multi-task Cascaded Convolutional Networks to isolate facial regions and eliminate environmental noise, and establishes a statistically robust tri-state classification st...

T. Manimala, P. Sravani, V. Rajitha et al. · 0 citations
Open access Jul 2026

Handwritten Digit Recognition Using Deep Learning

The Handwritten Digit Recognition System is a machine learning and deep learning–based project developed to accurately identify handwritten numerical digits from input images by using image processing techniques and a Convolutional Neural Network model trained on the MNIST dataset.

R. Rajesh, P. Sravani · 0 citations

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