Essays about: "Single-class"

Showing result 1 - 5 of 13 essays containing the word Single-class.

1. 1. Payout Policy and Agency Concerns: A Study on Differences in Payout Ratios and Payout Mix between Dual and Single-Class Firms

   University essay from Lunds universitet/Företagsekonomiska institutionen

   Author : John Sköld; Fredrik Santesson Ståhl; [2022]
   Keywords : Payout-policies; Dual-class; Single-class; Agency theory; Corporate Governance; Business and Economics;

   Abstract : Purpose: The purpose of this study is to investigate if there is any difference in payout policies between firms that adopt a dual-class share structure compared to a single-class share structure. Methodology: We are using an unbalanced panel data set of firms that are listed on the Stockholm Stock Exchange (SSE). READ MORE

3. 2. Video-Based Estimation of Driver Sleepiness Using Machine Learning

   University essay from Linköpings universitet/Institutionen för systemteknik

   Author : Simon Knutsson; [2022]
   Keywords : Driver sleepiness; drowsiness; classification; estimation; machine learning;

   Abstract : Approximately 1.35 million people die each year in car accidents and it is the most common cause of death for people aged 5-29. Because of this it is of large interest to be able to detect when a driver enters a sleepy state and to be able to alert the driver. READ MORE

4. 3. Detecting Furniture in Images Based on Neural Network Models

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Jiayan Yang; [2022]
   Keywords : ;

   Abstract : Object detection is a challenging task that locates objects within an image or video and thenallows us to count and then track those objects. It is applied in a variety of ways, such as crowd counting, self-driving vehicles, video surveillance, face identification, and anomaly detection, and is utilized in a wide range of industries, including retail, sport, healthcare, marketing, interior design, agriculture, construction, and recreation. READ MORE

5. 4. Evaluation of Instance Segmentation Methods in the Context of Construction Waste

   University essay from Lunds universitet/Matematik LTH

   Author : Emil Sandelin; [2021]
   Keywords : Image analysis; Instance segmentation; Mask RCNN; SOLOv2; Mathematics and Statistics;

   Abstract : With the progress made within the field of computer vision the last few years, it is starting to become possible to perform instance segmentation in real time with relatively cheap hardware. This paper's main purpose is to investigate different methods of instance segmentation in the specific case of segmenting construction waste with only a single class. READ MORE

6. 5. Additional Classes Effect on Model Accuracy using Transfer Learning

   University essay from Högskolan i Gävle/Datavetenskap

   Author : Baran Kazan; [2020]
   Keywords : artificial intelligence; machine learning; PyTorch; transfer learning;

   Abstract : This empirical research study discusses how much the model’s accuracy changes when adding a new image class by using a pre-trained model with the same labels and measuring the precision of the previous classes to observe the changes. The purpose is to determine if using transfer learning is beneficial for users that do not have enough data to train a model. READ MORE