Essays about: "Batch-Hard"

Found 2 essays containing the word Batch-Hard.

  1. 1. GPS-Free UAV Geo-Localization Using a Reference 3D Database

    University essay from Linköpings universitet/Institutionen för systemteknik

    Author : Justus Karlsson; [2022]
    Keywords : Deep Learning; Machine Learning; ML; AI; UAV; GPS-Free; CNN; 3D CNN; GCNN; 3D Database; geolocalization; geo-localization; georegistration; Hidden Markov Model; HMM; satellite; satellite database; Batch-Hard; triplet loss; PyTorch Geometric;

    Abstract : The goal of this thesis has been global geolocalization using only visual input and a 3D database for reference. In recent years Convolutional Neural Networks (CNNs) have seen huge success in the task of classifying images. The flattened tensors at the final layers of a CNN can be viewed as vectors describing different input image features. READ MORE

  3. 2. Person Re-Identification in the wild : Evaluation and application for soccer games using Deep Learning

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Vasileios Karapoulios; [2021]
    Keywords : Person Re-Identification; ReID; Deep Learning; Embedding Network; Soccer; Grad-CAM;

    Abstract : Person Re-Identification (ReID) is the process of associating images of the same person taken from different angles, cameras and at different times. The task is very challenging as a slight change in the appearance of the person can cause troubles in identifying them. READ MORE