Mahesh Reddy Vadisena
Development
Andhra Pradesh , India
Skills
Machine Learning (ML)
About
MAHESH REDDY V's skills align with IT R&D Professionals (Information and Communication Technology). MAHESH also has skills associated with Programmers (Information and Communication Technology). MAHESH REDDY V appears to be a low-to-mid level candidate, with 3 years of experience.
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Work Experience
ANNOTATION ENGINEER
Sony India Software Centre Private Ltd
January 2022 - Present
- Project: OBJECT DETECTION FOR SONY AI CAMERA Increased the Object detection accuracy of the light weight CNN model by detecting various categories of birds and animals head and torso part from 20% to 94%. Development of different data patterns, training of Neural Networks, validation and analysis of the model, testing with accuracy metrics. Enhanced the autofocus performance of the camera by proposing different image processing and augmentation techniques. Project: AI BASED SOCIAL DISTANCE MONITORING AND FACE MASK DETECTIONImplemented an AI tool using YOLO V5 framework for object detection and RESNET50 architecture for image classification. Achieved 95% accuracy for Object detection and 91% accuracy for image classification. Created a customized AI tool for monitoring the human activities inside Sony Office premises. Project: Sony OTT user review Sentiment analysis using NLTK. Collection of Dataset from Sony OTT, YouTube and User review websites using Web scraping and Manual Techniques. Performed various Natural Language Processing Techniques such as Text cleaning, Tokenization, Stop ward removal, Stemming, Lemmatization, and Vectorization.
Associate Computer Vision Engineer
Adwait Algorithms LLP
December 2020 - July 2021
- Project: Video Logo Que Classification and Text Annotation. Convert Amazon delivery CCTV videos into frames using python scripts and perform annotations for Labelled data and build a CNN models to classify entire images as per Company logos. Also perform Text annotations for Optical Character Recognition(OCR).
Education
SSC
