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1 result for “dash-cam”
"Who is Driving around Me?" Unique Vehicle Instance Classification using Deep Neural Featurescs.CV

Deep neural features identify unique vehicles from dash-cam feeds.

problem Identifying unique vehicles in dash-cam feeds for self-driving cars.
method Used pretrained YOLO network feature maps to create deep integrated feature signatures (DIFS) for 700 images of 35 vehicles and 340 images of 17 vehicles.
result Correctly identified unique vehicles at 96.7% for high resolution data and 86.8% for lower resolution data.
self-driving carsvehicle instance classificationdeep neural networksdash-camYOLO
2020-02-29abs ↗pdf ↗