Advanced search

Showing result 21 - 25 of 179 essays matching the above criteria.

1. 21. Club Head Tracking : Visualizing the Golf Swing with Machine Learning

   University essay from Uppsala universitet/Signaler och system

   Author : Fredrik Herbai; [2023]
   Keywords : Golf; Machine learning; Neural network; XGBoost; Interpolation; Deep learning; Data collection; Data augmentation;

   Abstract : During the broadcast of a golf tournament, a way to show the audience what a player's swing looks like would be to draw a trace following the movement of the club head. A computer vision model can be trained to identify the position of the club head in an image, but due to the high speed at which professional players swing their clubs coupled with the low frame rate of a typical broadcast camera, the club head is not discernible whatsoever in most frames. READ MORE

3. 22. Mispronunciation Detection with SpeechBlender Data Augmentation Pipeline

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

   Author : Yassine Elkheir; [2023]
   Keywords : Computer-assisted pronunciation training CAPT ; Automatic Speech Recognition ASR ; Mispronunciation Detection MD and Data Augmentation; Datorstödd uttalsträning CAPT ; automatisk taligenkänning ASR ; upptäckt av felaktigt uttal MD och dataförstärkning;

   Abstract : The rise of multilingualism has fueled the demand for computer-assisted pronunciation training (CAPT) systems for language learning, CAPT systems make use of speech technology advancements and offer features such as learner assessment and curriculum management. Mispronunciation detection (MD) is a crucial aspect of CAPT, aimed at identifying and correcting mispronunciations in second language learners’ speech. READ MORE

4. 23. Natural Language Processing for Improving Search Query Results : Applied on The Swedish Armed Force's Profession Guide

   University essay from Uppsala universitet/Datalogi

   Author : Andreas Harju Schnee; [2023]
   Keywords : natural language processing; NLP; maskininlärning; ML; artificiell intelligens; AI; language model; information retrieval system; document embedding; text representation; text data augmentation;

   Abstract : Text has been the historical way of preserving and acquiring knowledge, and text data today is an increasingly growing part of the digital footprint together with the need to query this data for information. Seeking information is a constant ongoing process, and is a crucial part of many systems all around us. READ MORE

5. 24. Influence of Automatically Constructed Non-Equivalent Mutants on Predictions of Metamorphic Relations

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

   Author : Johan Götborg; [2023]
   Keywords : Balances scorecard; Data augmentation; Machine learning; Metamorphic testing; MuJava; Mutation testing;

   Abstract : Behovet av tillförlitliga, motståndskraftiga, och beständiga system är uppenbart i vårt samhälle, som i ökande grad blir allt mer beroende av mjukvarulösningar. För att uppnå tillfredsställande nivåer av säkerhet och robusthet måste alla system kontinuerligt genomgå tester. READ MORE

6. 25. Improving The Accuracy Of Plant Leaf Disease Detection And Classification In Images Of Plant Leaves: : By Exploring Various Techniques with the MobileNetV2 Model

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Veera Venkata Sai Kashyap Kaligotla; Susanthika Sadhu; [2023]
   Keywords : Additional layers; data augmentations; learning rate adjustment; MobileNetV2 model; plant leaf disease detection.;

   Abstract : In the most recent years, many deep learning models have been used to identify and classify diseases of plant leaves by inputting plant leaf images as input to the model. However, there is still a gap in research on how to improve the accuracy of the deep learning models of plant leaf diseases. READ MORE