Essays about: "set-size"

Showing result 1 - 5 of 19 essays containing the word set-size.

  1. 1. Classifying femur fractures using federated learning

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Hong Zhang; [2024]
    Keywords : Atypical femur fracture; Federated Learning; Neural Network; Classification;

    Abstract : The rarity and subtle radiographic features of atypical femoral fractures (AFF) make it difficult to distinguish radiologically from normal femoral fractures (NFF). Compared with NFF, AFF has subtle radiological features and is associated with the long-term use of bisphosphonates for the treatment of osteoporosis. READ MORE

  3. 2. Sustainable Recipe Recommendation System: Evaluating the Performance of GPT Embeddings versus state-of-the-art systems

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Jaya Shankar Bandaru; Sai Keerthi Appili; [2023]
    Keywords : Sustainable Recipe Recommendation; Recommendation System; GPT-embeddings; PinSage; Factorization Machines;

    Abstract : Background: The demand for a sustainable lifestyle is increasing due to the need to tackle rapid climate change. One-third of carbon emissions come from the food industry; reducing emissions from this industry is crucial when fighting climate change. READ MORE

  4. 3. Building High-performing Web Rendering of Large Data Sets

    University essay from Umeå universitet/Institutionen för fysik

    Author : William Burwall; [2023]
    Keywords : Plot; Trajectory plot; Downsampling; Data set; Interactive visualization; Hardware acceleration; Web rendering; WebGL; D3FC; Apache Arrow;

    Abstract : Interactive visualization is an essential tool for data analysis. Cloud-based data analysis software must handle growing data sets without relying on powerful end-user hardware. This thesis explores and tests various methods to speed up primarily time series plots of large data sets on the web for the biotechnology research company Sartorius. READ MORE

  5. 4. A Comparative study of YOLO and Haar Cascade algorithm for helmet and license plate detection of motorcycles

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Anusha Jayasree Mavilla Vari Palli; Vishnu Sai Medimi; [2022]
    Keywords : Accuracy; Haar Cascade Classifier; Helmet Detection; License Plate Detection; YOLOv3 algorithm.;

    Abstract : Background: Every country has seen an increase in motorcycle accidents over the years due to social and economic differences as well as regional variations in transportation circumstances. One common mode of transportation for those in the middle class is a motorbike.  Every motorbike rider is legally required to wear a helmet when driving a bike. READ MORE

  6. 5. DeepMACSS : Deep Modular Analyzer for Creating Semantics and generate code from Sketch

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : David Eriksson; [2022]
    Keywords : Artificial Intelligence; Deep learning; Machine learning; Code generation; Automation;

    Abstract : Scientific areas such as artificial intelligence have exploded in popularity and more advanced techniques such as deep learning has been applied in various areas in order to automate tasks. As many software developers know creating prototypes can both be daunting and very time consuming. READ MORE