Essays about: "DenseNet"

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

1. 6. Computer-vision as an ErrorRecognition Tool for IndustryProduction Lines : A comparative study of models and neural networks

   University essay from Mittuniversitetet/Institutionen för data- och elektroteknik (2023-)

   Author : André Lundholm; [2023]
   Keywords : Computer-vision; Machine Learning; Wood Industry; Neural Network; Convolutional Neural Network; Anomaly Detection; Outlier Detection; Object Detection;

   Abstract : To use machine learning as a tool to help humans perform tasks is a common occurrence these days. Machine learning integration in the wood processing industry however, is more rare. Therefore it is suitable to research if machine learning works for some problem in this area. READ MORE

3. 7. Automating Water Orientation in Neutron Crystallography using Convolutional Neural Networks

   University essay from Lunds universitet/Matematik LTH

   Author : Simon Bakran; [2022]
   Keywords : Technology and Engineering;

   Abstract : One important aspect of determining the functionality of proteins is to find the direction of the dipole moment of surrounding water molecules. This is equivalent to finding the position of the hydrogen in water, however with the current atomistic model building tools this is a tedious and time-consuming task. READ MORE

4. 8. Evaluation of Convolutional Neural Networks for Image Quality Classification based on Synthetic Data

   University essay from Lunds universitet/Matematik LTH

   Author : Vendela Nigård; Joar Karlgren Gustavsson; [2022]
   Keywords : Convolutional neural networks; Machine learning; transfer learning; image quality assessment; camera production; image analysis; Mathematics and Statistics;

   Abstract : In camera production the image quality is of utter importance. Several tests during the production ensure this high quality. In this thesis the possibility of creating a final test, that classifies the image quality with the help of machine learning, specifically convolutional neural networks, was investigated. READ MORE

5. 9. Marine Habitat Mapping Using Image Enhancement Techniques & Machine Learning

   University essay from Jönköping University/JTH, Avdelningen för datateknik och informatik

   Author : Mudasar Mureed; [2022]
   Keywords : Coral Reef; Habitat Mapping; Convolutional Neural Network; Transfer Learning; Fine Tuning; CLAHE;

   Abstract : AbstractThe mapping of habitats is the first step that is done in policies that target theenvironment, as well as in spatial planning and management. The biodiversityplans are always centered around habitats. Therefore, constant monitoring ofthese delicate species in terms of health, changes, and extinction is a must inbiodiversity plans. READ MORE

6. 10. Skip connection in a MLP network for Parkinson’s classification

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Tim Steinholtz; [2021]
   Keywords : Parkinson’s Disease Classifications; Vocal Features; Multilayer Perceptron; DenseNet; Skip Connections; Highway Connections; Neural networks; Multiple Sound Types; Klassificering för Parkinsons sjukdom; MultiLayer Perceptron; Genvägs kopplingar; Röst attribut; DenseNet; Neurala Nätverk; Flertal Ljudkällor;

   Abstract : In this thesis, two different architecture designs of a Multi-Layer Perceptron network have been implemented. One architecture being an ordinary MLP, and in the other adding DenseNet inspired skip connections to an MLP architecture. READ MORE