Essays about: "Computer vision"

Showing result 1 - 5 of 614 essays containing the words Computer vision.

  1. 1. AATrackT: A deep learning network using attentions for tracking fast-moving and tiny objects : (A)ttention (A)ugmented - (Track)ing on (T)iny objects

    University essay from Jönköping University/JTH, Avdelningen för datavetenskap

    Author : Fredric Lundberg Andersson; [2022]
    Keywords : Machine learning; Computer vision; Visual tracking; Attentions; Tiny fast-moving object;

    Abstract : Recent advances in deep learning have made it possible to visually track objects from a video sequence. Moreover, as transformers got introduced in computer vision, new state-of-the-art performances were achieved in visual tracking. READ MORE

  2. 2. Vöron - Vision through earsProviding visual assistance to blind or visually impaired people

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Shubham Saraswat; [2022]
    Keywords : ;

    Abstract : In this thesis, we propose an assistance system for visually impaired people, using computer vision on a raspberry pi, together with bone conduction headphones. The device captures the images using a camera, detects important objects in the view and generates speech to inform the user about the objects in the way through bone conduction headphones. READ MORE

  3. 3. Mixed Precision Quantization for Computer Vision Tasks in Autonomous Driving

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Sri Janani Rengarajan; [2022]
    Keywords : Quantization; Neural Networks; Quantization Aware Training; Mixed precision; Semantic segmentation; Hessian; Kvantisering; Neurala nätverk; Kvantiseringsmedveten träning; Blandad precision; Semantisk segmentering; Hessian;

    Abstract : Quantization of Neural Networks is popular technique for adopting computation intensive Deep Learning applications to edge devices. In this work, low bit mixed precision quantization of FPN-Resnet18 model trained for the task of semantic segmentation is explored using Cityscapes and Arriver datasets. READ MORE

  4. 4. Jämförelse mellan hältbedömning av häst utförd av 12 klinikveterinärer och en applikation baserad på datorseende

    University essay from SLU/Dept. of Anatomy, Physiology and Biochemistry

    Author : Julia Johanna Stenius; [2022]
    Keywords : hälta; rörelseanalys; rörelseasymmetri; hältbedömning; objektiv rörelseanalys; artificiell intelligens; datorseende; neurala nätverk; överensstämmelse;

    Abstract : Ortopediska sjukdomar är hästens största medicinska problem världen över och sjukdomar i rörelseapparaten är den vanligaste anledningen till att svenska hästar behandlas av en veterinär. För framgångsrik behandling av ortopediska problem krävs i första hand en korrekt identifiering av det halta benet. READ MORE

  5. 5. Interaction design for automatic tracking of free weight exercises using computer vision and IoT systems

    University essay from Lunds universitet/Ergonomi och aerosolteknologi

    Author : Axel Mulder; [2022]
    Keywords : Computer Vision; Interaction Design; IoT; Machine Learning; User Experience; User Interface; Technology and Engineering;

    Abstract : Computer vision is on the cusp of revolutionizing several different markets through its applications. One such market is that of fitness and exercise. Advagym, Sony's connected gym solution is currently employing IoT solutions to track exercises in a gym environment. READ MORE