Ripening and quality detection of mango using Arduino
Ripening is the methodology of maturing fruit to become more palatable. The ripening procedure of mango contains different stages in which a mango develops. There is a specific example in which the…
Machine Vision and Machine Learning based Fruit Quality Monitoring
- Computer Science
The proposed work is an intelligent system using machine learning and image processing on Applequality detection, which uses feature extraction using image processing technique and SVMalgorithm to train and detect the quality of fruit.
Greenhouse Monitoring System Using Deep Learning & Internet of things
- Computer ScienceInternational Journal of Innovative Research in Physics
Experimental results were given that show that the metric capacity unit technique (using a LSTM model) outperformed alternative ancient metric capacity units techniques, like Sluzhba Vneshney Razvedki and RF, in terms of MSE, RMSE and MAE error criteria.
Autonomous Ripeness Detection Using Image Processing for an Agricultural Robotic System
- Computer Science2020 11th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)
The detection of the ripe and turning tomato fruits using computer vision and image processing techniques to help field workers know how many tomatoes are ready for harvesting and how many will be available for harvesting in order to prepare labor or equipment.
Detection of Tomato Growth State and Surveillance System using Computer Vision and Internet of Things
- Computer Science
A system for plant monitoring and watering using the Internet of Things and Computer Vision and combining the deep learning for tomato fruit detection and image processing for color feature extraction to classify the frui t’s maturity into a binary result of its growth stage.
Internet of Things for Greenhouse Monitoring System Using Deep Learning and Bot Notification Services
- Computer Science2019 IEEE International Conference on Consumer Electronics (ICCE)
An IoT system with a bot notification on tomato growing stages with the weight accuracy of 91.5% is proposed to provide a smart farming solutions.
SHOWING 1-7 OF 7 REFERENCES
Arduino based supervision of banana ripening stages
- Computer Science2015 1st International Conference on Next Generation Computing Technologies (NGCT)
This paper is supervising these various ripening stages of banana using an Arduino system which will predict and display this complete process according to the colour changing stages of bananas.
Networked embedded greenhouse monitoring and control
- Computer ScienceProceedings of 2003 IEEE Conference on Control Applications, 2003. CCA 2003.
Hardware and software architecture of embedded web servers, 1-wire protocol for connecting sensors and actuators, and the experimental results of monitoring and control of laboratory greenhouse model are presented.
Design and test of tomatoes harvesting robot
- Computer Science2015 IEEE International Conference on Information and Automation
Based on HIS color model for image segmentation, the recognition accuracy was improved and sacs filled with constant pressure air were adopted as the grasping component of the picking end-effector, to prevent the fruits from being damaged.
A Zigbee based smart sensing platform for monitoring environmental parameters
- Environmental Science, Computer Science2011 IEEE International Instrumentation and Measurement Technology Conference
A Zigbee Based Smart Sensing Platform for Monitoring Environmental Parameters has been designed and developed and a smart weather station consisting of SiLab C8051F020 microcontroller based measuring units which collect the value of the temperature, relative humidity, pressure and sunlight.
The Effect of Colour Space on Image Sharpening Algorithms
- Mathematics2010 Canadian Conference on Computer and Robot Vision
The effects of using different colour spaces on the application of image sharpening algorithms are explored to determine which colour space provides a result which does not differ immeasurably from the original with respect to chromaticity.
A zigbee-based home automation system
- Computer ScienceIEEE Transactions on Consumer Electronics
The proposed ZigBee based home automation system and Wi-Fi network are integrated through a common home gateway and a dedicated virtual home is implemented to cater for the system's security and safety needs.
Comparing the Performance of L*A*B* and HSV Color Spaces with Respect to Color Image Segmentation
- Computer ScienceArXiv
A comparative analysis is performed between these two color spaces with respect to color image segmentation and it is found that HSV color space is performing better than L*A*B*.