Essays about: "small object detection"

Showing result 21 - 25 of 75 essays containing the words small object detection.

  1. 21. Artificial data for Image classification in industrial applications

    University essay from

    Author : Yonan Yonan; August Baaz; [2022]
    Keywords : Synthetic data; artificial data; object detection; image classification; artificial intelligence; machine learning; neural networks; convolutional neural networks; ResNet; ResNet50;

    Abstract : Machine learning and AI are growing rapidly and they are being implemented more often than before due to their high accuracy and performance. One of the biggest challenges to machine learning is data collection. The training data is the most important part of any machine learning project since it determines how the trained model will behave. READ MORE

  3. 22. DRIVING-SCENE IMAGE CLASSIFICATION USING DEEP LEARNING NETWORKS: YOLOV4 ALGORITHM

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Muhammad Tamjid Rahman; [2022]
    Keywords : Machine learning; Convolutional neural network; Object detection; YOLO;

    Abstract : The objective of the thesis is to explore an approach of classifying and localizing different objects from driving-scene images using YOLOv4 algorithm trained on custom dataset.  YOLOv4, a one-stage object detection algorithm, aims to have better accuracy and speed. READ MORE

  4. 23. A Comparative Study on the Importance of Image Resolution in Gesture Recognition

    University essay from KTH/Datavetenskap

    Author : Klara Alpsten; Tora Wallerö; [2022]
    Keywords : ;

    Abstract : Sign language translation applications could provide a whole new avenue of communication. However, translating sign language comes with challenges such as deriving and handling information from images which can be a difficult task for computers. READ MORE

  5. 24. A Smart Surveillance System Using Edge-Devices for Wildlife Preservation in Animal Sanctuaries

    University essay from Linköpings universitet/Reglerteknik

    Author : Johan Linder; Oscar Olsson; [2022]
    Keywords : Computer Vision; Edge devices; object detection; animal detection; animal preservation; microcontroller; camera trap; deep learning; esp32; transfer learning; smart surveillance system;

    Abstract : The Internet of Things is a constantly developing field. With advancements of algorithms for object detection and classification for images and videos, the possibilities of what can be made with small and cost efficient edge-devices are increasing. READ MORE

  6. 25. Investigation of real-time lightweight object detection models based on environmental parameters

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

    Author : Dennis Persson; [2022]
    Keywords : object detection; convolutional neural network; environmental parameters;

    Abstract : As the world is moving towards a more digital world with the majority of people having tablets, smartphones and smart objects, solving real-world computational problems with handheld devices seems more common. Detection or tracking of objects using a camera is starting to be used in all kinds of fields, from self-driving cars, sorting items to x-rays, referenced in Introduction. READ MORE