Soil determines the degree of water infiltration, crop nutrient absorption, and germination, which in turn affects yield quality. For efficient planting agricultural products, accurate identification soil texture is necessary. This study proposed a flexible smartphone-based machine vision system using deep learning autoencoder convolutional neural network random forest (DLAC-CNN-RF) model for i...

The harvesting job of cutting and collecting fruit bunches in oil palm plantations remains the most labour-intensive processing cycle. introduction an autonomous vehicle to assist workers promises better productivity. Such a driverless requires software module known as simultaneous localisation mapping (SLAM) guide navigate autonomously. This work proposes visual SLAM system with distinctive ca...

The precise brain tumor diagnosis is critical and shows a vital role in the medical support for treating patients. Manual segmentation cancer analysis from many Magnetic Resonance Images (MRIs) created practice problematic timewasting task experts. As result, there necessity more accurate computer-aided methods early detection. To remove this gap, we enhanced computational power of system by pr...

Rempah merupakan salah satu kekayaan yang dimiliki oleh Indonesia. Berdasarkan data Negari Foundation, terdapat sekitar 400 hingga 500 spesies rempah di dunia dan 275 jenis Asia Tenggara terutama Jenis beragam memiliki kemiripan dengan lain sehingga sulit untuk dibedakan. Maka dari itu mempertahankan pengetahuan mengenai rempah-rempah Indonesia, diperlukan aplikasi klasifikasi akurat masyarakat...

Diabetic Retinopathy (DR) is a disease on the rise; as this complication of diabetes, it becomes an imminent fate in people who have not been treated correctly for disease, resulting possible loss vision if detected time. This affects retina, and diagnosis made based fundus images patients, through which various lesions anomalies can be visualized. Visual inspection challenging task, expert dep...

The biggest threat to the safety of food is plant diseases. They have ability dramatically lower quantity and quality agricultural products. Recognizing diseases issue in industries. Convolutional Neural Networks (CNN) are effective solving image classification problems computer vision. Numerous deep learning architectures been used diagnose This study presents a transfer learning-based model f...

Gesture recognition has been studied for a while within the fields of computer vision and pattern recognition. A gesture can be defined as meaningful physical movement fingers, hands, arms, or other parts body with purpose to convey information environment interaction. For instance, hand (HGR) used recognize sign language which is primary means communication by deaf mute. Vision-based HGR criti...

Background Cardiomyocytes derived from human iPS cells (hiPSCs) include showing SAN- and non-SAN-type spontaneous APs. Objectives To examine whether the deep learning technology could identify hiPSC-derived SAN-like SAN-type-APs by their shape. Methods We acquired phase-contrast images for SHOX2/HCN4 double-positive non-SAN-like made a VGG16-based CNN model to classify an input image as or cell...

Kanker payudara merupakan jenis penyakit serius dan menjadi penyebab kematian paling tinggi pada wanita. dapat didiagnosis melalui citra tes medis, seperti radiologi hispatologi. Namun, karena histologi memiliki kompleksitas keberagaman, pemeriksaan secara manual kelemahan, yaitu, membutuhkan keahlian yang memakan waktu serta rawan kesalahan. Deep learning telah banyak diterapkan klasifikasi te...