4 papers
A Novel Approach to Tomato Harvesting Using a Hybrid Gripper with Semantic Segmentation and Keypoint Detection
Shahid Ansari, Mahendra Kumar Gohil, Yusuke Maeda +1
This paper presents an autonomous tomato-harvesting system built around a hybrid robotic gripper that combines six soft auxetic fingers with a rigid exoskeleton and a latex basket…
A Hybrid Technique for Plant Disease Identification and Localisation in Real-time
Mahendra Kumar Gohil, Anirudha Bhattacharjee, Rwik Rana +4
Over the past decade, several image-processing methods and algorithms have been proposed for identifying plant diseases based on visual data. DNN (Deep Neural Networks) have recent…
Autonomous Navigation of 4WIS4WID Agricultural Field Mobile Robot using Deep Reinforcement Learning
Tom Baby, Mahendra Kumar Gohil, Bishakh Bhattacharya
In the futuristic agricultural fields compatible with Agriculture 4.0, robots are envisaged to navigate through crops to perform functions like pesticide spraying and fruit harvest…
A Novel Approach to Tomato Harvesting Using a Hybrid Gripper with Semantic Segmentation and Keypoint Detection
Shahid Ansari, Mahendra Kumar Gohil, Bishakh Bhattacharya
Current agriculture and farming industries are able to reap advancements in robotics and automation technology to harvest fruits and vegetables using robots with adaptive grasping…