Essays about: "Faster R-CNN"

Showing result 1 - 5 of 35 essays containing the words Faster R-CNN.

  1. 1. Benchmarking Object Detection Algorithms for Optical Character Recognition of Odometer Mileage

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Mandus Hjelm; Eric Andersson; [2022]
    Keywords : Computer vision; machine learning; neural networks; object detection; optical character recognition; odometer; transfer learning;

    Abstract : Machine learning algorithms have had breakthroughs in many areas in the last decades. The hardest task, to solve with machine learning, was solving tasks that humans solve intuitively, e.g. understanding natural language or recognizing specific objects in images. READ MORE

  2. 2. Layout Analysis on modern Newspapers using the Object Detection model Faster R-CNN

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

    Author : Mikaela Funkquist; [2022]
    Keywords : Document Layout Analysis; Newspapers; Object Detection; Faster R-CNN; Deep Learning; Dokument Layout Analys; Tidningar; Objektdetektering; Faster R-CNN; Djupinlärning;

    Abstract : As society is becoming more and more digitized the amount of digital data is increasing rapidly. Newspapers are one example of this, that many Libraries around the world are storing as digital images. READ MORE

  3. 3. Content extraction from marketing flyers

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Haripriya Surendran Nair; [2022]
    Keywords : ;

    Abstract : Shops, supermarkets, and real estate dealers use marketing flyers in abundance to advertise the weekly and seasonal offers these days. The information available in such flyers is a good source marketing study. However, this information is not recorded in any central repository for future usage. READ MORE

  4. 4. Screw Hole Detection in Industrial Products using Neural Network based Object Detection and Image Segmentation : A Study Providing Ideas for Future Industrial Applications

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

    Author : Jakob Melki; [2022]
    Keywords : Artificial intelligence AI ; Automated assembly and disassembly; Computer vision; Machine learning; Neural networks; Object detection; Screw hole detection; Semantic segmentation; Artificiell intelligens AI ; Automatiserad montering och demontering; Datorseende; Maskininlärning; Neurala nätverk; Objekt detektering; Skruvhålsdetektering; Semantisk segmentering;

    Abstract : This project is about screw hole detection using neural networks for automated assembly and disassembly. In a lot of industrial companies, such as Ericsson AB, there are products such as radio units or filters that have a lot of screw holes. READ MORE

  5. 5. CNN-Based Methods for Tree Species Detection in UAV Images

    University essay from Linköpings universitet/Datorseende

    Author : Olle Sievers; [2022]
    Keywords : Machine Learning; CNN; UAV; Tree Species; Deep Learning; Tree Species Detection; Detection;

    Abstract : Unmanned aerial vehicles (UAVs) with high-resolution cameras are common in today’s society. Industries, such as the forestry industry, use drones to get a fast overview of tree populations. READ MORE