yolo-lightnet
This is an optimized YOLO model. It is optimized for running on NVDLA.
NOTE: This is darknet format NOT Pytorch.
Model Details
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