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Pre-trained Deep Learning models and demos (high quality and extremely fast)

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I see discussions at * [Reddit](https://www.reddit.com/r/MachineLearning/comments/4eu2vd/can_pretrained_networks_be_used_in_commercial/) * [Kaggle](https://www.kaggle.com/c/deepfake-detection-challenge/discussion/131121) * [PyTorch forum](https://discuss.pytorch.org/t/can-i-use-the-pretrained-models-for-commercial-use/54279) * [Authors Guild, Inc. v. Google, Inc.](https://en.wikipedia.org/wiki/Authors_Guild,_Inc._v._Google,_Inc.) But there is no definitive answer.

Hello, Its a wonderful toolkit, its amazing how multiple frameworks are brought to common platforms! Thanks for developing! I was trying some experimentation and encountered some errors Context: Trying to...

I would like to know the name of the tracking algorithm which is used in the Multi-camera Multi-people python demo

Please consider to add demo of human pose estimation 3d for C++. Thanks, https://github.com/opencv/open_model_zoo/tree/master/models/public/human-pose-estimation-3d-0001

feature

@dkurt, suggested an idea to draw emotion histograms for interactive_face_detection_demo just under bounding boxes to simplify matching between bounding boxes and histograms and decrease the occlusion of image by histograms...

feature

## What happened? I was using the face recognition demo from open_model_zoo using NCS2, and in the middle of inference, it stops to function and the opencv output frame freezes...

Update UI and modify some demo logic including mstcn, skip frame.

## Overview * Switched demo from `GMat` to `GFrame` for input image. (Background img is still `GMat`). * Add basic `onevpl` support. (See `--use_onevpl`, `--vpl_params`) The next steps will be:...

mobilenet-v3 without classifier layer -> smartlab-sequence-modelling-0001 mstcn++ -> smartlab-sequence-modelling-0002 Object detection models may have updated accuracy, wait for feedback now.

Fix the run_tests.py terminated with exception when timeout occurs. Signed-off-by: Wang, Yang