Essays about: "InceptionV3"

Showing result 1 - 5 of 17 essays containing the word InceptionV3.

  1. 1. Dating of fashion plates (1820-1880) using transfer learning : Recognition of the year of origin of fashion plates

    University essay from Jönköping University/Jönköping AI Lab (JAIL)

    Author : Magdalena Dobrzańska; [2023]
    Keywords : ai; fashion history;

    Abstract : Fashion history is an integral subfield of history as a whole. Fashion plates provide important evidence of what fashion once looked like and as such are a valuable window into the lives of the people in ages past. READ MORE

  3. 2. Exploring State-of-the-Art Machine Learning Methods for Quantifying Exercise-induced Muscle Fatigue

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Abboud Afram; Danial Sarab Fard Sabet; [2023]
    Keywords : EMG; SEMG; STFT; CWT; SVM; CNN; GAN; DCGAN; BCE; SGD; deep learning; machine learning; muscle fatigue; DCGAN; spectrogram; CNN models; transfers learning; data augmentation; feature extraction;

    Abstract : Muscle fatigue is a severe problem for elite athletes, and this is due to the long resting times, which can vary. Various mechanisms can cause muscle fatigue which signifies that the specific muscle has reached its maximum force and cannot continue the task. READ MORE

  4. 3. Classifying Google reCAPTCHA v2 - A study using transfer learning models and evaluating their robustness against adversarial perturbations

    University essay from Lunds universitet/Statistiska institutionen; Lunds universitet/Nationalekonomiska institutionen

    Author : Arvid Björklund; Marius Uogele; [2023]
    Keywords : reCAPTCHA; transfer learning; adversarial perturbations; convolutional neural network; Business and Economics;

    Abstract : This thesis seeks to examine the suitability and robustness of transfer learning models in creating an efficient reCAPTCHA v2 classifier, and further evaluates their performance against various adversarial attacks. Three models - DenseNet201, EfficientNetV2, and InceptionV3 - were trained and assessed, highlighting the applicability of transfer learning techniques in the classification of reCAPTCHA v2 challenges. READ MORE

  5. 4. Gait recognition using Deep Learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Amanda Seger; [2022]
    Keywords : Deep learning; CNN; gait recognition;

    Abstract : Gait recognition is important for identifying suspects in criminal investigations. This study will study the potential of using models based on transfer learning for this purpose. Both supervised and unsupervised learning will be examined. READ MORE

  6. 5. Vitiligo image classification using pre-trained Convolutional Neural Network Architectures, and its economic impact on health care

    University essay from KTH/Hälsoinformatik och logistik

    Author : Nour Bashar; MRami Alsaid Suliman; [2022]
    Keywords : Vitiligo; deep CNN architectures; Image classification; pre-trained models; dataset; AUC; economic impact.; Vitiligo; djupa CNN-arkitekturer; bildklassificering; förtränade modeller; dataset; AUC; ekonomisk påverkan.;

    Abstract : Vitiligo is a skin disease where the pigment cells that produce melanin die or stop functioning, which causes white patches to appear on the body. Although vitiligo is not considered a serious disease, there is a risk that something is wrong with a person's immune system. READ MORE