[HTML][HTML] Mask R-CNN and OBIA fusion improves the segmentation of scattered vegetation in very high-resolution optical sensors

E Guirado, J Blanco-Sacristan, E Rodriguez-Caballero… - Sensors, 2021 - mdpi.com
Vegetation generally appears scattered in drylands. Its structure, composition and spatial
patterns are key controls of biotic interactions, water, and nutrient cycles. Applying …

Systematic literature review of waste classification using machine learning

A Wulansari, A Setyanto, ET Luthfi - JOURNAL OF INFORMATICS …, 2022 - ojs.uma.ac.id
The development of the global economy has caused people's living standards to increase
and the production of domestic waste has also increased from year to year. The population …

[HTML][HTML] YOLObin: non-decomposable garbage identification and classification based on YOLOv7

MR Jabed, M Shamsuzzaman - Journal of Computer and Communications, 2022 - scirp.org
In order to safeguard the biological framework on which human creatures depend for
presence and make society feasible improvement, it is becoming increasingly important to …

Research on deep learning garbage classification system based on fusion of image classification and object detection classification.

Z Yang, Y Bao, Y Liu, Q Zhao… - … and Engineering: MBE, 2022 - europepmc.org
With the development of national economy, the output of waste is also increasing. People's
living standards are constantly improving, and the problem of garbage pollution is …

A Novel Improved Mask RCNN for Multiple Targets Detection in the Indoor Complex Scenes

Z Liu, J Wang, J Li, P Liu, K Ren - arXiv preprint arXiv:2302.05293, 2023 - arxiv.org
With the expansive aging of global population, service robot with living assistance applied in
indoor scenes will serve as a crucial role in the field of elderly care and health in the future …

Waste Classification Using EfficientNet-B0

W Mulim, MF Revikasha… - 2021 1st International …, 2021 - ieeexplore.ieee.org
Waste management has become one of the emerging problems. A way to speed up the
whole process is by doing waste sorting, which could be done by computer using image …

Increasing Precision of Water Sprout Detection based on Mask R-CNN with Data Augmentation.

IS Areni, N Maulidyah, A Bustamin… - … Journal on Advanced …, 2023 - search.ebscohost.com
This study evaluated the detection performance of four Mask R-CNN models trained in
different scenarios. The first two scenarios are trained with a learning rate of 0.01 using data …

Machine Vision-based Recognition and Positioning System for Domestic Garbage

Z Zhang, L Zhang, S Xin - 2021 IEEE International Conference …, 2021 - ieeexplore.ieee.org
Domestic garbage classification is a global issue, and the robotic arm grasping system for
garbage sorting can greatly improve sorting efficiency. Such robotic systems recognize and …

YOLO v5 and Faster R-CNN Performance Evaluation of Solid Waste in Object Detection Application

P Kumar, G Fathima - Handbook of Research on Advanced …, 2023 - igi-global.com
Object detection is a booming technology that is on par with computer vision and image
processing in which an object of a specific type is detected in an image or video. Object …

Car Damage Detection Based on Mask Scoring RCNN

F Oubelkas, L Moumoun, A Jamali - International Conference on Advanced …, 2022 - Springer
The growth of the car industry is now closely linked to the rise of the number of car accidents.
As a result, insurance companies must deal with several claims at the same time while also …