Statements (37)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Computer Vision Task
|
| gptkbp:application |
gptkb:robot
gptkb:Driver_Assistance_Systems gptkb:Smart_Cities Autonomous Vehicles Surveillance Systems |
| gptkbp:assesses |
gptkb:Recall
Precision Average Precision Miss Rate |
| gptkbp:challenge |
Crowded Scenes
Occlusion Scale Variation Varying Lighting Conditions |
| gptkbp:field |
gptkb:Computer_Vision
gptkb:artificial_intelligence |
| https://www.w3.org/2000/01/rdf-schema#label |
Pedestrian Detection
|
| gptkbp:input |
gptkb:DVD
Images |
| gptkbp:method |
gptkb:Histogram_of_Oriented_Gradients
gptkb:Faster_R-CNN gptkb:Support_Vector_Machines gptkb:YOLO SSD Convolutional Neural Networks |
| gptkbp:output |
Bounding Boxes
Pedestrian Locations |
| gptkbp:relatedTo |
gptkb:Machine_Learning
Image Processing Deep Learning Object Detection |
| gptkbp:trainer |
gptkb:Caltech_Pedestrian_Dataset
gptkb:CityPersons_Dataset gptkb:INRIA_Person_Dataset gptkb:KITTI_Dataset |
| gptkbp:bfsParent |
gptkb:Volvo_S60
|
| gptkbp:bfsLayer |
6
|