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gptkbp:instanceOf
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gptkb:Computer_Vision_Task
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|
gptkbp:application
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gptkb:Medical_Imaging
gptkb:Surveillance
gptkb:robot
Autonomous Vehicles
Augmented Reality
|
|
gptkbp:assesses
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gptkb:Recall
Precision
Accuracy
mAP
|
|
gptkbp:challenge
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Occlusion
Background Clutter
Intra-class Variation
Lighting Variations
Scale Variations
|
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gptkbp:field
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gptkb:Computer_Vision
gptkb:artificial_intelligence
|
|
gptkbp:firstMajorCompetition
|
gptkb:ImageNet_Large_Scale_Visual_Recognition_Challenge
|
|
gptkbp:firstMajorDataset
|
gptkb:MNIST
|
|
gptkbp:goal
|
Classify Objects in Images
Identify Objects in Images
|
|
gptkbp:input
|
Digital Images
Video Streams
|
|
gptkbp:method
|
gptkb:R-CNN
gptkb:ResNet
gptkb:VGGNet
gptkb:Faster_R-CNN
gptkb:AlexNet
gptkb:Support_Vector_Machines
gptkb:Bag_of_Visual_Words
gptkb:YOLO
SSD
Template Matching
|
|
gptkbp:output
|
Object Labels
Object Locations
|
|
gptkbp:relatedStandard
|
gptkb:ISO/IEC_30137-1:2019
|
|
gptkbp:relatedTo
|
gptkb:Pattern_Recognition
Object Detection
Image Classification
|
|
gptkbp:trainer
|
gptkb:COCO
gptkb:ImageNet
gptkb:PASCAL_VOC
|
|
gptkbp:uses
|
gptkb:Image_Segmentation
gptkb:Machine_Learning
Deep Learning
Convolutional Neural Networks
Feature Extraction
|
|
gptkbp:bfsParent
|
gptkb:Scale_Space
|
|
gptkbp:bfsLayer
|
6
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Object Recognition
|