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Sevith Venkat

Custom Road Hazard Image Dataset Labeler

INDIA flag
aravalli, India
$20.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

Road hazard detection
Computer Vision
Gesture recognition

Top Data Types

ImageImage
VideoVideo
DocumentDocument

Top Task Types

Object Detection
Classification
Bounding Box
Text Generation
Fine Tuning
Data Collection
Computer Programming Coding
Transcription

Freelancer Overview

Custom Road Hazard Image Dataset Labeler and gesture recognition. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Machine learning, data science, operating system, computer architecture . Education includes Master of Science, American University of Sharjah (2024) and Bachelor of Technology, Vellore Institute of Technology (2026). AI-training focus includes data types such as Image and labeling workflows including Object Detection and Classification.

IntermediateTeluguEnglish

Labeling Experience

Gesture Recognition Image Data Labeler

OtherImageClassification
I worked on gesture recognition and feature extraction for a 6-DOF robotic arm using video frames and CNNs. This involved manually labeling image data for gesture types and specific joint movements. The labeled data was used to train models for real-time gesture classification and robotic arm control. • Annotated hand gestures and movements in visual datasets for supervised learning. • Utilized CNN and MediaPipe for robust feature extraction and labeling. • Labeled frames to map movements to corresponding robotic actions. • Supported accurate real-time robotic joint classification.

I worked on gesture recognition and feature extraction for a 6-DOF robotic arm using video frames and CNNs. This involved manually labeling image data for gesture types and specific joint movements. The labeled data was used to train models for real-time gesture classification and robotic arm control. • Annotated hand gestures and movements in visual datasets for supervised learning. • Utilized CNN and MediaPipe for robust feature extraction and labeling. • Labeled frames to map movements to corresponding robotic actions. • Supported accurate real-time robotic joint classification.

Not specified

Custom Road Hazard Image Dataset Labeler

OtherImageObject Detection
I curated a custom image dataset by manually placing hazards on road surfaces and photographing them to simulate a single-wheel perspective. My work involved object detection of small form-factor hazards using a precise processing pipeline. I optimized scripts to isolate objects against complex road textures and contribute to accurate dataset labeling. • Labeled photographic images for hazard identification in road environments. • Focused on small object detection using image annotation and classification techniques. • Used Python and YOLO for optimized preprocessing and feature extraction. • Contributed to a robust data pipeline for object detection model development.

I curated a custom image dataset by manually placing hazards on road surfaces and photographing them to simulate a single-wheel perspective. My work involved object detection of small form-factor hazards using a precise processing pipeline. I optimized scripts to isolate objects against complex road textures and contribute to accurate dataset labeling. • Labeled photographic images for hazard identification in road environments. • Focused on small object detection using image annotation and classification techniques. • Used Python and YOLO for optimized preprocessing and feature extraction. • Contributed to a robust data pipeline for object detection model development.

Not specified

Education

A

American University of Sharjah

Master of Science, Machine Learning

Master of Science
2026 - 2026
V

Vellore Institute of Technology

Bachelor of Technology, Computer Science and Engineering (Specialization in Artificial Intelligence and Robotics)

Bachelor of Technology
2022 - 2026

Work History

C

Chennai

Vellore Institute of Technology (VIT)

Location not specified
2022 - 2026