activity
20242026
most citedRF-DETR Object Detection vs YOLOv12 : A Study of Transformer-based and CNN-based Architectures for Single-Class and Multi-Class Greenfruit Detection in Complex Orchard Environments Under Label Ambiguity

7 citations · 7 across the 5 of their papers we have counts for

collaborators

8 papers

cs.CV2026

FruitProM-V2: Robust Probabilistic Maturity Estimation and Detection of Fruits and Vegetables

Rahul Harsha Cheppally, Sidharth Rai, Sudan Baral +2

Accurate fruit maturity identification is essential for determining harvest timing, as incorrect assessment directly affects yield and post-harvest quality. Although ripening is a…

cs.CV2025

FruitProm: Probabilistic Maturity Estimation and Detection of Fruits and Vegetables

Sidharth Rai, Rahul Harsha Cheppally, Benjamin Vail +2

Maturity estimation of fruits and vegetables is a critical task for agricultural automation, directly impacting yield prediction and robotic harvesting. Current deep learning appro…

cs.CV2025

Axis-Aligned 3D Stalk Diameter Estimation from RGB-D Imagery

Benjamin Vail, Rahul Harsha Cheppally, Ajay Sharda +1

Accurate, high-throughput phenotyping is a critical component of modern crop breeding programs, especially for improving traits such as mechanical stability, biomass production, an…

cs.CV2025

YOLO26: Key Architectural Enhancements and Performance Benchmarking for Real-Time Object Detection

Ranjan Sapkota, Rahul Harsha Cheppally, Ajay Sharda +1

This study presents a comprehensive analysis of Ultralytics YOLO26(also called as YOLOv26), highlighting its key architectural enhancements and performance benchmarking for real-ti…

cs.CV2025

Computer Vision based Automated Quantification of Agricultural Sprayers Boom Displacement

Aryan Singh Dalal, Sidharth Rai, Rahul Singh +3

Application rate errors when using self-propelled agricultural sprayers for agricultural production remain a concern. Among other factors, spray boom instability is one of the majo…

cs.CV2025

Enhancing seeding efficiency using a computer vision system to monitor furrow quality in real-time

Sidharth Rai, Aryan Dalal, Riley Slichter +1

Effective seed sowing in precision agriculture is hindered by challenges such as residue accumulation, low soil temperatures, and hair pinning (crop residue pushed in the trench by…