Essays about: "Core ML"

Showing result 1 - 5 of 15 essays containing the words Core ML.

  1. 1. Performance analysis: CNN model on smartphones versus on cloud : With focus on accuracy and execution time

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Stegmayr Klas; Johansson Edwin; [2023]
    Keywords : CNN; Deep learning; iOS; Core ML; CIFAR-10;

    Abstract : In the modern digital landscape, mobile devices serve as crucial data generators.Their usage spans from simple communication to various applications such as userbehavior analysis and intelligent applications. However, privacy concerns associatedwith data collection are persistent. READ MORE

  3. 2. Benchmarking a machine learning model in the transformation from PyTorch to CoreML

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Jens Ahremark; Simon Bazso; [2022]
    Keywords : Machine Learning; IOS; PyTorch; Core ML;

    Abstract : Due to rapid development in the field of machine learning and large increases in the capabilitiesof mobile devices, utilizing machine learning on these is becoming increasingly popular. Onemethod of deployment is to develop a machine learning model in well-established deep learningframeworks like PyTorch. READ MORE

  4. 3. Object Based Image Retrieval Using Feature Maps of a YOLOv5 Network

    University essay from KTH/Matematisk statistik

    Author : Hugo Essinger; Alexander Kivelä; [2022]
    Keywords : Content based image retrieval; CBIR; Object based image retrieval; OBIR; image retrieval; YOLO; YOLOv5; object detection; PyTorch; deep learning; convolutional neural network; CNN; Content based image retrieval; CBIR; Object based image retrieval; OBIR; image retrieval; YOLO; YOLOv5; object detection; PyTorch; deep learning; convolutional neural network; CNN;

    Abstract : As Machine Learning (ML) methods have gained traction in recent years, someproblems regarding the construction of such methods have arisen. One such problem isthe collection and labeling of data sets. Specifically when it comes to many applicationsof Computer Vision (CV), one needs a set of images, labeled as either being of someclass or not. READ MORE

  5. 4. Modelling Magnetism of hcp Iron under Earth’s Inner Core Conditions : Based on first-principle DFT calculations and Machine Learning

    University essay from Linköpings universitet/Teoretisk Fysik

    Author : Linda Le; [2022]
    Keywords : Machine learning; Earth’s Inner Core; hcp Iron; Electronic structure magnetism; Density functional Theory; Local magnetic moments; Ab initio molecular dynamics; ASD-AIMD-MLLSF simulation;

    Abstract : The structure of Earth’s core remains largely a mystery. The solid inner core is believed to exist in extreme pressure and temperature conditions comparable to 300 GPa and 6000 K and consists mainly of iron, Fe. READ MORE

  6. 5. A Study on Data-driven Methods for Selection and Evaluation of Beam Subsets in 5G NR

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Nic Ekman; Ilias Theodoros Skordas; [2022]
    Keywords : 5G; NR; telecom; telecommunications; ML; machine learning; algorithms; beam; widebeam; propagation; beamforming; subset; RAN; radio; radio environment; ericsson; Technology and Engineering;

    Abstract : 5G New Radio is the next generation of mobile networks and it comes with promises of ultra-high speeds, ultra-high reliability and ultra-low latency. This has posed a challenge for the engineers entrusted with the task of finding solutions which could fulfil the specification, and as a result, some promising areas have received increased attention in recent years. READ MORE