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1. Applying-YOLOv10-Combined-with-Image-Tiling-for-Defect-Detection-in-CMOS-Image-Sensors Applying-YOLOv10-Combined-with-Image-Tiling-for-Defect-Detection-in-CMOS-Image-Sensors Public

   This study utilizes high-resolution images captured by industrial cameras and applies the YOLOv10 algorithm for object detection. By combining it with the Image Tiling technique, it enhances detect…

2. Implementation-of-a-Building-Advertising-using-Instance-Segmentation-and-Augmented-Reality Implementation-of-a-Building-Advertising-using-Instance-Segmentation-and-Augmented-Reality Public

   This experiment utilizes YOLACT for road scene recognition. It employs two ZED 2i stereo cameras for 3D point cloud calculations, enabling a forward safety warning system by determining object-to-v…

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3. YOLOv8-Improved-Pose-Estimation YOLOv8-Improved-Pose-Estimation Public

   This project utilizes the Intel RealSense D435i camera to measure the distance of keypoints in YOLOv8's pose estimation. It employs the Quartile algorithm to identify outliers in the distance data …

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4. Fatigue-Driving-Detection-Using-LSTM-of-Facial-Landmarks Fatigue-Driving-Detection-Using-LSTM-of-Facial-Landmarks Public

   This project implements a system that utilizes dlib for facial feature extraction to calculate Eye Aspect Ratio (EAR). Subsequently, it employs LSTM for predicting whether the driver exhibits signs…

5. COCO-Dataset-Filter COCO-Dataset-Filter Public

   Extract specified categories from the COCO Dataset and save them in YOLO format.

   Python

6. Lane-Detection-System-with-Augmented-Reality-Alerts Lane-Detection-System-with-Augmented-Reality-Alerts Public

   Implementing road detection through OpenCV, and integrating augmented reality warning methods to provide drivers with more visual alerts.