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

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## Details - pip resolver is sporadically choosing numpy==1.25.0rc1 for unsupported Python versions, causing random CI fails - the PR is currently a draft because of a **discussion in the...

> fix model search issue when try to execute the accuracy_check locally, the program can't find the specific model file in the custom model directory. The reason is `Path.glob(*abc)` cannot...

C++ version of face recognition demo, unlike python version it has support of antispoof model. Demo requires c++17 standard for compilation, cause it utilizes `std::filesystem` for creating an initial gallery...

Add model for denoising images rendered with ray tracing

This PR addresses two issues: - Wide range of `pytest` is causing some issues in CI related to dependency conflicts (ticket 100986) - There is an ongoing effort to simplify...

Hi team, background_subtraction_demo_gapi failed with person-bicycle-car-detection.mp4 from Media Files: https://storage.openvinotoolkit.org/data/test_data/videos. How to download: wget https://storage.openvinotoolkit.org/data/test_data/videos/person-bicycle-car-detection.mp4 [Environment] OS: Ubuntu 22.04.2 LTS Kernel: 5.15.0-86-generic Openvino: 2023.3.0 OpenCV: 4.9.0 [Log] $ ./background_subtraction_demo_gapi -m...

I am interested to find the implementation details of the gaze estimation model. I cannot find any reference to a paper explaining it? Can you help? Thanks.

Assure the annotation files are accessed safely in multi threads/processes environment.