Sai Yashwant Reddy Panthy

Key Skills

Software

OpenCV AI Kit (OAK)

Top Subject Matter

Computer Vision

Machine Leaning Models

RL

Top Data Types

Image

Top Task Types

Object Detection

Freelancer Overview

YOLO Object Detection Model Training and Deployment. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OpenCV AI Kit (OAK). Education includes Bachelor of Technology, Manipal University Jaipur (2025). AI-training focus includes data types such as Image and labeling workflows including Object Detection.

Labeling Experience

YOLO Object Detection Model Training and Deployment

Opencv AI Kit OakImageObject Detection

I trained YOLO models for object detection using image datasets. The process included preparing the image data, annotating objects, and evaluating detection accuracy through automated pipelines. I also integrated and deployed these models for real-time inference in a robotics environment. • Processed and labeled image data for training object detection algorithms. • Implemented and evaluated automated evaluation workflows for annotated images. • Conducted iterative improvements based on detection metrics and feedback. • Deployed trained models in ROS2-controlled systems for sensor integration.

I trained YOLO models for object detection using image datasets. The process included preparing the image data, annotating objects, and evaluating detection accuracy through automated pipelines. I also integrated and deployed these models for real-time inference in a robotics environment. • Processed and labeled image data for training object detection algorithms. • Implemented and evaluated automated evaluation workflows for annotated images. • Conducted iterative improvements based on detection metrics and feedback. • Deployed trained models in ROS2-controlled systems for sensor integration.

2024 - 2024

Education

Work History