Essays about: "CRNN"

Found 4 essays containing the word CRNN.

1. 1. Object Recognition in Satellite imagesusing improved ConvolutionalRecurrent Neural Network

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : TARUN NATTALA; [2023]
   Keywords : CRNN; CNN; RNN; Machine Learning and Satellite Image Recognition.;

   Abstract : Background:The background of this research lies in detecting the images from satellites. The recognition of images from satellites has become increasingly importantdue to the vast amount of data that can be obtained from satellites. This thesisaims to develop a method for the recognition of images from satellites using machinelearning techniques. READ MORE

3. 2. Pronunciation improvement software : An implementation of a user interface that interacts with analgorithm that uses the output from a neural network to evaluatespeech

   University essay from Linköpings universitet/Interaktiva och kognitiva system

   Author : Kristoffer Dahlquist; [2022]
   Keywords : ;

   Abstract : Recently, the usage of computer software as a tool to improve pronunciation has been provento give good results compared to conventional methods. Furthermore, teachers who have beentrained to use pronunciation improvement software have had a positive attitude towards it and theyhave considered it to have high potential to improve the teaching environment. READ MORE

4. 3. Handwritten digit recognition based on segmentation-free method

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Mengqiao Zhao; [2020]
   Keywords : handwritten digit recognition; optical character recognition; segmentation-free;

   Abstract : This thesis aims to implement a segmentation-free strategy in the context of handwritten multi-digit string recognition. Three models namely VGG-16, CRNN and 4C are built to be evaluated and benchmarked, also research about the effect of the different training set on model performance is carried out. .. READ MORE

5. 4. Classifying Environmental Sounds with Image Networks

   University essay from Blekinge Tekniska Högskola/Institutionen för datalogi och datorsystemteknik

   Author : Venkatesh Boddapati; [2017]
   Keywords : Machine Learning; Environmental Sound Classification; Image Classification.;

   Abstract : Context. Environmental Sound Recognition, unlike Speech Recognition, is an area that is still in the developing stages with respect to using Deep Learning methods. Sound can be converted into images by extracting spectrograms and the like. READ MORE