Search Results for author: Ghanta Sai Krishna

Found 6 papers, 0 papers with code

LesionAid: Vision Transformers-based Skin Lesion Generation and Classification

no code implementations2 Feb 2023 Ghanta Sai Krishna, Kundrapu Supriya, Mallikharjuna Rao K, Meetiksha Sorgile

Phases 3 & 4 involve developing a ViT model for edge computing systems that can identify patterns and categorize skin lesions from the user's skin visible in the image.

Classification Data Augmentation +3

Video Vision Transformers for Violence Detection

no code implementations8 Sep 2022 Sanskar Singh, Shivaibhav Dewangan, Ghanta Sai Krishna, Vandit Tyagi, Sainath Reddy, Prathistith Raj Medi

Law enforcement and city safety are significantly impacted by detecting violent incidents in surveillance systems.

Data Augmentation

Vision Transformers and YoloV5 based Driver Drowsiness Detection Framework

no code implementations3 Sep 2022 Ghanta Sai Krishna, Kundrapu Supriya, Jai Vardhan, Mallikharjuna Rao K

Owing to the limitations of previous architectures, this paper introduces vision transformers for binary image classification which is trained and validated on a public dataset UTA-RLDD.

Image Classification Miscellaneous

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