Is there a face detection model that is known to work with Xavier NX Jetpack 4.4 GA TRT

Robotics & Edge Computing Jetson & Embedded Systems Jetson Xavier NX
1

This is related to Xavier NX Jetpack 4.4 GA TRT gives wrong results for a specific caffe model.

On Xavier NX Jetpack 4.4 GA TRT, res10_300x300_ssd_iter_140000_fp16.caffemodel does not work.
Is there a face detection model that is known to work with Xavier NX Jetpack 4.4 GA TRT?

(DeepStream on NX) How to use facenet-120 with nvinfer and nvdsosd without custom bounding box parsing?
3

Hi,

Please check our face detection model from transfer learning toolkit here:
https://ngc.nvidia.com/catalog/models/nvidia:tlt_facedetectir

Thanks.

4

The description says that it is for IR images. Will it work well for RGB/BGR images?

5

If this model does not work as well for RGB/BGR, is there another one that is known to work on Xavier NX Jetpack 4.4? Many thanks.

6

Hi,

Here is another model trained on face database:

facenet-120 facenet FACENET faces

Thanks.

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