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Could you make guide to make merge model of object detection and face detection

Open Qlinkcopter opened this issue 5 years ago • 4 comments

I'm in learning to use openvino and movidius1 your github example is great!!

And if you pleased, i would like to know how you merge object detection and face detection before convert to IR

Thank you

Qlinkcopter avatar Apr 25 '19 09:04 Qlinkcopter

I have already released the program, so I do not know what you want to know. It only uses two different models. Also, merging is impossible. btw, OpenVINO and NCS1 can not be combined.

  • NCS1 (movidius1) + NCSDK https://github.com/PINTO0309/MobileNet-SSD-RealSense/blob/master/MultiStickSSDwithRealSense.py

  • NCS2 + OpenVINO, EmotionRecognition + FaceDetection https://github.com/PINTO0309/OpenVINO-EmotionRecognition.git

PINTO0309 avatar May 11 '19 08:05 PINTO0309

may be i misunderstood

let's me explain more

i think mobilessd has 21 labels things from background to tvmonitor that can give 21 possible inference label answer

and you also can give answer of [background] and [face]

im not sure how to do this

Please point the way i can learn more

Qlinkwisp avatar May 22 '19 08:05 Qlinkwisp

@Qlinkwisp Pascal VOC labels example

[Background]
Person
Car
Bicycle
Bus
Motorbike
Train
Aeroplane
Chair
Bottle
Dining Table
Potted Plant
TV/Monitor
Sofa
Bird
Cat
Cow
Dog
Horse
Sheep

If you want to generate a "Face" trained model, do learning with two labels as follows:

[Background]
Face

Or just carry out learning with 22 labels as shown below.

[Background]
Person
Car
Bicycle
Bus
Motorbike
Train
Aeroplane
Chair
Bottle
Dining Table
Potted Plant
TV/Monitor
Sofa
Bird
Cat
Cow
Dog
Horse
Sheep
Face

PINTO0309 avatar May 22 '19 14:05 PINTO0309

Thank you

Qlinkwisp avatar May 25 '19 14:05 Qlinkwisp