Essays about: "Object Detection"

Showing result 1 - 5 of 313 essays containing the words Object Detection.

  1. 1. Deep Learning for Iceberg Detection in Satellite Images

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Shuzhi Dong; [2021]
    Keywords : ;

    Abstract : The application of satellite images for ship and iceberg monitoring is essentialin many ways in Arctic waters. Even though the detection of ships and icebergs in images is well established using Geoscience techniques, the discrimination between those two target classes still represents a challenge for operational scenarios. READ MORE

  2. 2. APPLYING UAVS TO SUPPORT THE SAFETY IN AUTONOMOUS OPERATED OPEN SURFACE MINES

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Rasmus Hamren; [2021]
    Keywords : Object Detection; You only look once YOLO ; Unmanned aerial vehicle UAV ; Situational Awareness; Critical situations; Autonomous vehicle; Critical Global Positioning System GPS mapping;

    Abstract : Unmanned aerial vehicle (UAV) is an expanding interest in numerous industries for various applications. Increasing development of UAVs is happening worldwide, where various sensor attachments and functions are being added. The multi-function UAV can be used within areas where they have not been managed before. READ MORE

  3. 3. EVALUATING THE IMPACT OF UNCERTAINTY ON THE INTEGRITY OF DEEP NEURAL NETWORKS

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Jakob Harborn; [2021]
    Keywords : Uncertainty; Deep Neural Network; Bayesian Neural Network; Dependability; Integrity; Probability;

    Abstract : Deep Neural Networks (DNNs) have proven excellent performance and are very successful in image classification and object detection. Safety critical industries such as the automotive and aerospace industry aim to develop autonomous vehicles with the help of DNNs. READ MORE

  4. 4. Investigation and forecasting drift component of a gas sensor

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Farhana Chowdhury Tondra; [2021]
    Keywords : Time series analysis; Forecasting; ARIMA; LSTM; Sensor; SiC-FET; ADF test; Stochastic Trend; Deterministic Trend; Sensor Drift;

    Abstract : Chemical sensor based systems that are used for detection, identification, or quantification of various gases are very complex in nature. Sensor response data collected as a multivariate time series signals encounters gradual change of the sensor characteristics(known as sensor drift) due to several reasons. READ MORE

  5. 5. Interactionwise Semantic Awareness in Visual Relationship Detection

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Pagliarini Giovanni; Imtiaz Azfar; [2020-11-06]
    Keywords : Deep Learning; Natural Language Processing; Computer Vision; Visual Relationship Detection; Object Detection;

    Abstract : Visual Relationship Detection (VRD) is a relatively young research area, where thegoal is to develop prediction models for detecting the relationships between objectsdepicted in an image. A relationship is modeled as a subject-predicate-object triplet,where the predicate (e.g an action, a spatial relation, etc. READ MORE