GitHub

Improve yolo model #26

Hello, may I ask how to improve the YOLOv8 model based on your code? For example, I have a Python file containing a CBAM module (a built-in module in YOLO) and an MSAA module (not built into YOLO, ...
GitHub

Use the MATLAB deep learning designer to modify the model structure

We are currently training with the following code: yolov8Det = trainYOLOv8ObjectDetector('data.yaml', 'yolov8n.pt', ImageSize=[720 720 3], MaxEpochs=10); The structure of yolov8n.pt that we are using ...
Scientific Research Publishing

Traffic Object Detection Using YOLOv12 ()

Traffic monitoring plays a vital role in smart city infrastructure, road safety, and urban planning. Traditional detection systems, including earlier deep learning models, often struggle with ...
IEEE

Simulation and Analysis of Different Edge Detection Methods Applying MATLAB Simulink

Abstract: Identifying edges is a crucial foundational step in many image processing techniques, including those applied to tasks like image enhancement, segmentation, object tracking, and video or ...
IEEE

Vision-Based Missile Guidance System Using YOLOv8 and DeepSORT for Object Tracking With Proporational Navigation Simulation in MATLAB

Abstract: This Reaseach presents Vision-based Missile Guidance System integrating machine learning techniques for object detection and tracking. The system integrates the device with DeepSORT ...