animikhaich/openvino-real-time-face-anonymizer

Real-Time Face Anonymizer Algorithm using Intel OpenVINO

🧐 About Me

👋 Hi there! I'm Animikh and I'm a Machine Learning Engineer, who loves to watch Anime and play Video Games. I'm also a MS in AI student working with Prof. Eshed Ohn-Bar on end-to-end Autonomous Driving @ H2X Lab.

Before this, I was a Computer Vision Engineer and Lead @ Wobot.ai, where I spearheaded the development of a robust Deep Learning tech stack, that powers real-time video analytics across hundreds of cameras worldwide today.

I ❤️ to build and believe Multi-Modal Self-Supervised Learning is the path to AGI 🤫. I focus on Generative AI, Autonomous Driving, Scene Understanding and 3D Vision.

I'm always open to new opportunities and a nice chat ☕. Feel free to reach out to me on LinkedIn or [email protected].

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openvino-real-time-face-anonymizer's Issues

Add face selection (select one face that will not be blur)

In GDPR, another line is the possibility that: a person can request a video with only their face visible. Do you think it is possible to implement it in your software?

Openvino : TypeError: __cinit__() got an unexpected keyword argument 'weights'

Hello, I'm inquiring because there was an error that I couldn't solve while testing your masking tool. The error is related to OPENVINO.

I read OPENVINO's document, but I couldn't understand why the typeerror error occurred.

{
    "weights_folder": "weights",
    "processing_device": "CPU",
    "detection_confidence": 0.75,
    "blur_strength": 99,
    "display_live": true,
    "write_video": true,
    "stacked_video": false,
    "input": "video/220107_524-Unjeong_2_1.avi",
    "output": "output/220107_524-Unjeong_2_1.avi"
}
2022-04-12 17:58:26,681: INFO: Initializing plugin for CPU device...
2022-04-12 17:58:26,686: INFO: Reading IR...
Traceback (most recent call last):
  File "D:\labeling_tools\Real-Time-Face-Anonymizer\main.py", line 19, in <module>
    face_detector = OpenVINOFaceDetector(config=config)
  File "D:\labeling_tools\Real-Time-Face-Anonymizer\face_detection\detector.py", line 23, in __init__
    self.n, self.c, self.h, self.w = self.infer_network.load_model(
  File "D:\labeling_tools\Real-Time-Face-Anonymizer\face_detection\intel_inference.py", line 83, in load_model
    self.net = IENetwork(model=model_xml, weights=model_bin)
  File "ie_api.pyx", line 1598, in openvino.inference_engine.ie_api.IENetwork.__cinit__
TypeError: __cinit__() got an unexpected keyword argument 'weights'

The same error occurred when I changed processing_device to GPU.

This is my spac :

• window10
• python3.9
• Intel OpenVINO 2020.3 LTS
• CPU : Intel(R) Core(TM) i9-9900K CPU @ 3.60GHz 3.60 GHz
• GPU : Titan XP * 1

Thanks!