yolo-lightnet

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This is an optimized YOLO model. It is optimized for running on NVDLA.

NOTE: This is darknet format NOT Pytorch.

Model Details

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File name is formatted like lightnet-{name}-{resolution}.weights.

driving

• target: car, bus, person, bike, truck, motor, train, rider, traffic_sign, traffic_light
• training data: BDD100K

face

• target: face
• train data: wider face

head_body

• target: head, body(include hidden area)
• train data: crowdhuman

head_body-visible

• target: head, body(only visible area)
• train data: crowdhuman
• cfg file and label names are same as head body

Uses

Running on: https://github.com/daniel89710/lightNet-TRT https://github.com/AlexeyAB/darknet