Essays about: "object recognition and face detection"

Showing result 1 - 5 of 9 essays containing the words object recognition and face detection.

1. 1. VISUAL DETECTION OF PERSONAL PROTECTIVE EQUIPMENT & SAFETY GEAR ON INDUSTRY WORKERS

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Fredrik Strand; Jonathan Karlsson; [2022]
   Keywords : Machine learning; yolo; yolov4; cnn; ppe; personal protective equipment; object detection; computer vision; deep learning; artificial intelligence; ai; real-time object detection; real-time; safety; construction; workers; industry; face recognition;

   Abstract : Workplace injuries are common in today's society due to a lack of adequately worn safety equipment. A system that only admits appropriately equipped personnel can be created to improve working conditions and worker safety. The goal is thus to develop a system that will improve construction workers' safety. READ MORE

3. 2. Implementation of a Deep Learning Inference Accelerator on the FPGA.

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Shenbagaraman Ramakrishnan; [2020]
   Keywords : Artificial Intelligence; Machine Learning; Deep Learning; Neural Networks; Deep Learning Accelerators; NVDLA; FPGA; Technology and Engineering;

   Abstract : Today, Artificial Intelligence is one of the most important technologies, ubiquitous in our daily lives. Deep Neural Networks (DNN's) have come up as state of art for various machine intelligence applications such as object detection, image classification, face recognition and performs myriad of activities with exceptional prediction accuracy. READ MORE

4. 3. Real Time Detection and Recognition of Construction Vehicles : Using Deep Learning Methods

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Sai Krishna Chadalawada; [2020]
   Keywords : Object detection and recognition; Deep Learning; Classification performance; YOLOv3; Construction Vehicles;

   Abstract : Background. The driving conditions of construction vehicles and their surrounding environment is different from the traditional transportation vehicles. As a result,they face unique challenges while operating in the construction/evacuation sites. READ MORE

5. 4. Deployment of AI Model inside Docker on ARM-Cortex-based Single-Board Computer : Technologies, Capabilities, and Performance

   University essay from Blekinge Tekniska Högskola/Institutionen för datalogi och datorsystemteknik

   Author : Helina Getachew WoldeMichael; [2018]
   Keywords : Artificial Intelligence; Docker; Edge Computing; Single Board Computer;

   Abstract : IoT has become tremendously popular. It provides information access, processing and connectivity for a huge number of devices or sensors. IoT systems, however, often do not process the information locally, rather send the information to remote locations in the Cloud. READ MORE

6. 5. Face Verification and Open-Set Identification for Real-Time Video Applications

   University essay from Lunds universitet/Matematik LTH

   Author : Jakob Grundström; [2015]
   Keywords : computer vision; face verification; open-set identification; real-time video analysis; joint bayesian classifier; local binary pattern; convolutional neural network; fine-tuning; deep representations; Mathematics and Statistics;

   Abstract : In this work we aim to develop a video-based face verification algorithm suitable for real-time use in an embedded environment with limited space and restricted computational resources. We investigate face verification based solutions to envisioned real-time video applications that require open-set face identification. READ MORE