Essays about: "YOLO"
Showing result 11 - 15 of 74 essays containing the word YOLO.
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11. Real Time Vehicle Detection for Intelligent Transportation Systems
University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknikAbstract : This thesis aims to analyze how object detectors perform under winter weather conditions, specifically in areas with varying degrees of snow cover. The investigation will evaluate the effectiveness of commonly used object detection methods in identifying vehicles in snowy environments, including YOLO v8, Yolo v5, and Faster R-CNN. READ MORE
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12. A Comparison Between KeyFrame Extraction Methods for Clothing Recognition
University essay from Uppsala universitet/DatalogiAbstract : With an ever so high video consumption, applications and services need to use smart approaches to make the experience better for their users. By using key frames from a video, useful information can be retrieved regarding the entire video, and used for better explaining the content. READ MORE
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13. Failure Inference in Drilling Bits: : Leveraging YOLO Detection for Dominant Failure Analysis
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Detecting failures in tricone drill bits is crucial in the mining industry due to their potential consequences, including operational losses, safety hazards, and delays in drilling operations. Timely identification of failures allows for proactive maintenance and necessary measures to ensure smooth drilling processes and minimize associated risks. READ MORE
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14. Automated Image Pre-Processing for Optimized Text Extraction Using Reinforcement Learning and Genetic Algorithms
University essay fromAbstract : This project aims to develop an automated image pre-processing chain to extract valuable information from appliance labels before recycling. The primary goal is to improve optical character recognition accuracy by addressing noise issues using reinforcement learning and an evolutionary algorithm. READ MORE
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15. Evaluation of Tree Planting using Computer Vision models YOLO and U-Net
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : Efficient and environmentally responsible tree planting is crucial to sustainable land management. Tree planting processes involve significant machinery and labor, impacting efficiency and ecosystem health. In response, Södra Skogsägarna introduced the BraSatt initiative to develop an autonomous planting vehicle called E-Beaver. READ MORE