WebMar 2, 2024 · The study shows that YOLO V5 is an effective deep-learning model for pothole detection and can be deployed on edge devices for real time detection and pave the way for developing intelligent transportation systems that automatically detect and alert drivers to road hazards. Potholes are a significant concern for maintaining safe and … WebDetection algorithms must be applied in the presence of noise with varying levels. For example, ambient noise from the ocean surface can vary over 20 dB with sea-state and …
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WebCurrent military target detection algorithms involve many parameters and calculations, prohibiting deployment on the weapon equipment platform with limited hardware resources. Given the above problems, this paper proposes a lightweight military target detection method entitled SMCA-α-YOLOv5. Specifically, first, the Focus module is replaced ... WebApr 12, 2024 · However, current vehicle detection algorithms encounter challenges such as high computational complexity, low detection rate, and limited feasibility on mobile devices. To address these issues, this paper proposes a lightweight vehicle detection algorithm for YOLOv7-tiny called Ghost-YOLOv7. The model first scales the width … how to search for effects on tiktok
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WebAug 9, 2024 · Canny edge detection algorithm produces smoother, thinner, and cleaner images than Sobel and Prewitt filters. Here is a summary of the canny edge detection algorithm-. The input image is smoothened, Sobel filter is applied to detect the edges of the image. Then we apply non-max suppression where the local maximum pixels in the … WebJan 9, 2024 · A collection of exemplary graphics samples based on Magma and Vulkan API. vulkan brdf edge-detection shadow-mapping cook-torrance normal-mapping reflectance … WebJun 16, 2024 · 1 Fast R-CNN. Written in Python and C++ (Caffe), Fast Region-Based Convolutional Network method or Fast R-CNN is a training algorithm for object detection. This algorithm mainly fixes the disadvantages of R-CNN and SPPnet, while improving on their speed and accuracy. Advantages of Fast R-CNN: –. how to search for elderslayer maps