Essays about: "image classification"

Showing result 1 - 5 of 327 essays containing the words image classification.

  1. 1. Cropland and tree cover mapping using Sentinel-2 data in an agroforestry landscape, Burkina Faso

    University essay from Göteborgs universitet/Institutionen för geovetenskaper

    Author : Ntandokazi Masimula; [2020-06-29]
    Keywords : Sentinel-2; Cropland mask; Tree cover estimation; Burkina Faso; Agroforestry; Random Forest;

    Abstract : Sentinel-2, with high spatial resolution bands and increased number of spectral channels,has provided increased capabilities for vegetation mapping. Cropland masks withinheterogeneous areas such as the Sudano-Sahel zone have become useful for monitoringlandscapes. READ MORE

  2. 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

  3. 3. Generating synthetic brain MR images using a hybrid combination of Noise-to-Image and Image-to-Image GANs

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Lennart Schilling; [2020]
    Keywords : Generative Adversarial Network; GAN;

    Abstract : Generative Adversarial Networks (GANs) have attracted much attention because of their ability to learn high-dimensional, realistic data distributions. In the field of medical imaging, they can be used to augment the often small image sets available. READ MORE

  4. 4. Classification of Heart Views in Ultrasound Images

    University essay from Linköpings universitet/Datorseende

    Author : David Pop; [2020]
    Keywords : AI; deep learning; echocardiography; image classification;

    Abstract : In today’s society, we experience an increasing challenge to provide healthcare to everyone in need due to the increasing number of patients and the shortage of medical staff. Computers have contributed to mitigating this challenge by offloading the medical staff from some of the tasks. READ MORE

  5. 5. Comparison of Second Order Optimization Algorithms in Neural Networks Applied on Large-Scale Problems

    University essay from KTH/Skolan för teknikvetenskap (SCI); KTH/Skolan för teknikvetenskap (SCI)

    Author : Johanna Frost; Rafael Lavatt; [2020]
    Keywords : ;

    Abstract : This bachelor thesis compares the second order optimization algorithms K-FAC and L-BFGS to common ones of firstorder, Gradient Descent, Stochastic Gradient Descent, and Adam, applied on neural networks for image classification. Networks with different architecture and number of parameters have been implemented and tested on three different data sets of images. READ MORE