ncnn_models_checklist.md

Model validation and performance analysis status for ncnn

Public models

Image classification

Model	Availability in ncnn OMZ (2023.12.19)	Availability in the validation table
shufflenetv2	+	+
squeezenet	+	+

Object detection

Model	Availability in ncnn OMZ (2023.12.19)	Availability in the validation table
faster_rcnn	+	+
mobilenet_ssd	+	+
mobilenetv2_ssdlite	+	+
mobilenetv3_ssdlite	+	+
mobilenet_yolov2	+	+
mobilenetv2_yolov3	+	+
nanodet	+	IndexError: index 430 is out of bounds for axis 0 with size 80 in ncnn/model_zoo/nanodet.py
peleenet_ssd	+	Need to add custom process_output fuction for this model.
rfcn	+	+
squeezenet_ssd	+	+
yolact	+	Need to add custom process_output fuction for this model.
yolov4_tiny	+	+
yolov5s	+	+
yolov8s	+	+

Face detection

Model	Availability in ncnn OMZ (2023.12.19)	Availability in the validation table
retinaface	+	-