Essays about: "Computer Vision"

Showing result 1 - 5 of 643 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

3. 2. Analysis and Evaluation ofVisuospatial Complexity Models

   University essay from Örebro universitet/Institutionen för naturvetenskap och teknik

   Author : Bashar Hammami; Mjed Afram; [2022]
   Keywords : Complexity; Visual Complexity; Visuospatial Complexity; Strauctural Similarity Index Measurement; SSIM; Visual Clutter; Feature Congestion; Subband Entropy;

   Abstract : Visuospatial complexity refers to the level of detail or intricacy present within a scene, takinginto account both spatial and visual properties of the dynamic scene or the place (e.g.moving images, everyday driving, video games and other immersive media). There havebeen several studies on measuring visual complexity from various viewpoints, e. READ MORE

4. 3. Object Detection via Contextual Information

   University essay from Linköpings universitet/Institutionen för systemteknik

   Author : Lovisa Stålebrink; [2022]
   Keywords : computer vision; machine learning; object detection; deep learning; contextual information; transformers; document object detection; datorseende; maskininlärning; objektdetektion; djupinlärning; kontextuell information; transformer; detektering av dokumentobjekt;

   Abstract : Using computer vision to automatically process and understand images is becoming increasingly popular. One frequently used technique in this area is object detection, where the goal is to both localize and classify objects in images. Today's detection models are accurate, but there is still room for improvement. READ MORE

5. 4. 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

6. 5. 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