This study presents an application of using a Convolutional Neural Network (CNN) based detector to detect chili and its leaves in the chili plant image. Detecting chili on its plant is essential for the development of robotic vision and monitoring. Thus, helps us supervise the plant growth, furthermore, analyses their productivity and quality. This paper aims to develop a system that can monitor and identify bird’s eye chili plants by implementing machine learning. First, the development of methodology for efficient detection of bird’s eye chili and its leaf was made. A dataset of a total of 1866 images after augmentation of bird’s eye chili and its leaf was used in this experiment. YOLO Darknet was implemented to train the dataset. After a...
Chili plants are one of the horticultural crops in Indonesia which have great potential in the Indon...
Deep learning is currently playing an important role in image analysis and classification. Diseases ...
In the modern era, deep learning techniques have emerged as powerful tools in image recognition. Con...
Capsicum Annuum L. is one of the vegetable commodities that have high economic value in fulfilling I...
.This research developed a pest detection model for Indonesian red chili pepper based on fine-tuned ...
Diseases that attack chili plants can be diagnosed early by observing symptoms or changes that occur...
The current development of machine learning makes it easier for humans to obtain information, especi...
In Indonesia, chili is a very important vegetable, which is consumed for domestic trade as well as f...
Crop diseases have a terrible impact on food protection and can result in considerable reductions in...
Identifying good quality chili varieties can be done by observing their leaves. It is required for s...
Chili is an important agricultural commodity in Indonesia and plays an significant role in the econo...
2020 was declared as the International Year of Plant Health, plant disease is a nightmare of any far...
Automatic plant growth monitoring has received considerable attention in recent years. The demand in...
An agriculture robot has been demanded in recent years. Inaccurate in estimating the maturity of the...
As the tomato (Solanum lycopersicum L.) is one of the most important crops worldwide, and the conven...
Chili plants are one of the horticultural crops in Indonesia which have great potential in the Indon...
Deep learning is currently playing an important role in image analysis and classification. Diseases ...
In the modern era, deep learning techniques have emerged as powerful tools in image recognition. Con...
Capsicum Annuum L. is one of the vegetable commodities that have high economic value in fulfilling I...
.This research developed a pest detection model for Indonesian red chili pepper based on fine-tuned ...
Diseases that attack chili plants can be diagnosed early by observing symptoms or changes that occur...
The current development of machine learning makes it easier for humans to obtain information, especi...
In Indonesia, chili is a very important vegetable, which is consumed for domestic trade as well as f...
Crop diseases have a terrible impact on food protection and can result in considerable reductions in...
Identifying good quality chili varieties can be done by observing their leaves. It is required for s...
Chili is an important agricultural commodity in Indonesia and plays an significant role in the econo...
2020 was declared as the International Year of Plant Health, plant disease is a nightmare of any far...
Automatic plant growth monitoring has received considerable attention in recent years. The demand in...
An agriculture robot has been demanded in recent years. Inaccurate in estimating the maturity of the...
As the tomato (Solanum lycopersicum L.) is one of the most important crops worldwide, and the conven...
Chili plants are one of the horticultural crops in Indonesia which have great potential in the Indon...
Deep learning is currently playing an important role in image analysis and classification. Diseases ...
In the modern era, deep learning techniques have emerged as powerful tools in image recognition. Con...