Essays about: "Grad-CAM"

Showing result 6 - 10 of 14 essays containing the word Grad-CAM.

1. 6. Transformer Based Object Detection and Semantic Segmentation for Autonomous Driving

   University essay from Linköpings universitet/Datorseende

   Author : Mikaela Hardebro; Elin Jirskog; [2022]
   Keywords : Computer Vision; Autonomous Driving; Machine Learning; Transformers; Swin; CNN; Object Detection; Semantic Segmentation; Grad-CAM; PCA; Mean Attention Distance;

   Abstract : The development of autonomous driving systems has been one of the most popular research areas in the 21st century. One key component of these kinds of systems is the ability to perceive and comprehend the physical world. Two techniques that address this are object detection and semantic segmentation. READ MORE

3. 7. Brain Tumor Grade Classification in MR images using Deep Learning

   University essay from Linköpings universitet/Statistik och maskininlärning

   Author : Eleftheria Chatzitheodoridou; [2022]
   Keywords : brain tumor; glioma; magnetic resonance imaging; deep learning; brain tumor grade classification; convolutional neural network; transfer learning; explainability; multi-class classification;

   Abstract : Brain tumors represent a diverse spectrum of cancer types which can induce grave complications and lead to poor life expectancy. Amongst the various brain tumor types, gliomas are primary brain tumors that compose about 30% of adult brain tumors. READ MORE

4. 8. Statistics and Machine Learning for Classification of Emotional and Semantic Content of EEG

   University essay from Lunds universitet/Matematisk statistik

   Author : Oskar Keding; David Ohlin; [2021]
   Keywords : Machine Learning; machine; learning; neural; network; statistics; EEG; emotion; semantic; emotional; signal; processing; reassignment; time-frequency; spectrogram; brain processing; bci; CNN; convolutional; Mathematics and Statistics;

   Abstract : Interpreting EEG measurements is of great relevance, both for developing underlying neuroscientific theory and improving existing applications. In this study, two networks with different approaches to time-frequency analysis and feature selection are compared on simulated and real data for semantic and emotional perception. READ MORE

5. 9. Machine Learning Algorithm for Classification of Breast Ultrasound Images

   University essay from Lunds universitet/Matematik LTH

   Author : Jennie Karlsson; Jennifer Ramkull; [2021]
   Keywords : Technology and Engineering;

   Abstract : Breast cancer is the most common type of cancer worldwide and the incidence is increasing. Women in low- and middle-income countries have a high mortality to incidence ratio mainly due to a lack of resources and organized health-care. READ MORE

6. 10. 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