Essays about: "RGB"

Showing result 16 - 20 of 159 essays containing the word RGB.

1. 16. Camera ISP optimization for computer vision tasks performed by deep neural networks

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

   Author : Zhenghong Xiao; [2023]
   Keywords : Computer Vision; Image Signal Processing; DNN; Datorseende; bildsignalbehandling; DNN;

   Abstract : This thesis aims to improve the performance of Deep Neural Networkss (DNNs) in Computer Vision tasks by optimizing the Image Signal Processor (ISP) parameters. The research investigates the use of simulated RAW images and the application of the DRL-ISP (Deep Reinforcement Learning for Image Signal Processor) method to enhance the accuracy and robustness of DNNs. READ MORE

3. 17. Real-time Human Detection using Convolutional Neural Networks with FMCW RADAR RGB data

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Anna Phan; Rogelio Medina; [2022]
   Keywords : Human Detection; Machine Learning; Convolutional Neural Networks; YOLO; FMCW Radar; Human Detection Evaluation; Människodetektering; Maskininlärning; Neurala faltningsnät; Djupa faltningsnät; YOLO; FMCW Radar; Utvärdering;

   Abstract : Machine learning has been employed in the automotive industry together with cameras to detect objects in surround sensing technology. You Only Look Once is a state-of-the-art object detection algorithm especially suitable for real-time applications due to its speed and relatively high accuracy compared to competing methods. READ MORE

4. 18. CArDIS: A Swedish Historical Handwritten Character and Word Dataset for OCR

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Shivani Thummanapally; Sakib Rijwan; [2022]
   Keywords : Handwritten Text Recognition; Optical Character Recognition; Machine learning methods; historical handwritten character recognition; handwritten character dataset;

   Abstract : Background: To preserve valuable sources and cultural heritage, digitization of handwritten characters is crucial. For this, Optical Character Recognition (OCR) systems were introduced and most widely used to recognize digital characters. READ MORE

5. 19. Improving segmentation of agricultural patterns in aerial imagery using near-infrared images

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Jonathan Lindén; [2022]
   Keywords : ;

   Abstract : Climate change and loss of biodiversity are currently two of the most imminent global threats caused in part by agricultural practices. With the rise of computer vision, the use of precision farming has become a viable technique to optimise food production. READ MORE

6. 20. Dataset quality assessment through camera analysis : Predicting deviations in plant production

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

   Author : Aravind Sadashiv; [2022]
   Keywords : Deep Learning; Faster RCNN; SI-NDVI; Thermal Imaging; Stress detection;

   Abstract : Different type of images provided by various combinations of cameras have the power to help increase and optimize plant growth. Along with a powerful deep learning model, for the purpose of detecting these stress indicators in RGB images, can significantly increase the harvest yield. READ MORE