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- # Real-Time Face Recognition
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- # How to add 1 peason to recognize
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- ### Step 1: Create a folder with the folder name being the name of the person
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- ### Step 2: Add the person's photo in the folder
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- ### Step 3: Move folder to additional-training-datasets folder
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- #### Example:
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-
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- - |database
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- - ----|additional-training-datasets
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- - --------|name-person1
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- - --------|name-person2
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- - ----|face-datasets
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- - ----|full-training-datasets
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-
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- ### Step 4: Set up with Python >= 3.7
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- ````
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- pip install -r requirements.txt
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- ````
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- ### Step 5: Run to add person
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- ````
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- python train.py --is-add-user=True
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- ````
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- ### Step 6: Run recognize
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- ````
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- python recognize.py
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- ````
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- # Face Recognition use Yolov5-face, Insightface, Similarity Measure
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- <p align="center">
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- <img src="./static/results/workflow.png" alt="animated" />
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- </p>
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-
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- # Yolov5-face to dectect face
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- <p align="center">
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- <img src="./static/results/face-detection.gif" alt="animated" />
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- </p>
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-
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- # Insight Face to recognition face
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- ![image](https://user-images.githubusercontent.com/80930272/160270088-a3760d88-ebc8-4535-907e-6b684276755a.png)
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-
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- # Multi thread
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- <p align="center">
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- <img src="https://user-images.githubusercontent.com/80930272/165548024-6d25fbe4-057f-4123-a3f9-3912cce2b73b.png" alt="animated" />
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- </p>
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-
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- # Cosine Similarity Algorithm
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- ![image](https://user-images.githubusercontent.com/80930272/160270156-37fe3269-ca65-4692-a3b2-e9568b3876f8.png)
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-
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- # Reference
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- - https://github.com/deepcam-cn/yolov5-face
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- - https://github.com/deepinsight/insightface/tree/master/recognition/arcface_torch