Essays about: "ResNet50"

Showing result 1 - 5 of 25 essays containing the word ResNet50.

1. 1. Methods for Developing TinyConvolutional Neural Networksfor Deployment on EmbeddedSystems

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Egemen Yiğit Kömürcü; [2023]
   Keywords : ;

   Abstract : With the recent development in the Deep Learning area, computationally heavy tasks like object detection in images have become easier to compute and take less time to execute with powerful GPUs. Also, when employing sufficiently larger models, these daily tasks are predicted with greater accuracy. READ MORE

3. 2. Quality Assuring an Image Data Pipeline with Transfer Learning : Using Computer Vision Methodologies

   University essay from Uppsala universitet/Avdelningen Vi3

   Author : David Wiberg; [2023]
   Keywords : Computer vision; Deep Learning; AI; Datorseende; IT; Kvalitetssäkra; neurala nätverk; AI;

   Abstract : The computer vision field has taken big steps forwards and the amount of models and datasets that are being released is increasing. A large number of contemporary models are the result of extensive training sessions on massive datasets, reflecting a significant investment of time and computational resources. READ MORE

4. 3. A visual approach to web information extraction : Extracting information from e-commerce web pages using object detection

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

   Author : Alexander Brokking; [2023]
   Keywords : Web information extraction; computer vision; object detection; deep learning; Informationsextraktion från webben; datorseende; objektigenkänning; djupinlärning;

   Abstract : Internets enorma omfattning har resulterat i ett överflöd av information som är oorganiserad och spridd över olika hemsidor. Det har varit motivationen för automatisk informationsextraktion av hemsidor sedan internets begynnelse. READ MORE

5. 4. Automatic Quality Assessment of Dermatology Images : A Comparison Between Machine Learning and Hand-Crafted Algorithms

   University essay from Linköpings universitet/Datorseende

   Author : Hasseli Zahra; Anwia Odisho Raamen; [2022]
   Keywords : ;

   Abstract : In recent years, pictures from handheld devices such as smartphones have been increasingly utilized as a documentation tool by medical practitioners not trained to take professional photographs. Similarly to the other types of image modalities, the images should be taken in a way to capture the vital information in the region of interest. READ MORE

6. 5. Tailored Deep Degression for use on MRI-Scan Analysis

   University essay from Uppsala universitet/Avdelningen för visuell information och interaktion

   Author : Filip Marttala; [2022]
   Keywords : MRI; UK Biobank; Age Prediction; Liver Fat Prediction;

   Abstract : UK Biobank is a British clinical study containing over 40 000 Magnetic Resonance Images (MRI) with 100 000 MRI planned of participants aged 44-82 as well as a large amount of related medical data. Analyzing these images with a neural network to find relations between the information in an MRI image and various medical data could lead to interesting medical revelations. READ MORE