espressif/human_face_recognition

0.1.1

uploaded 1 week ago
human face recognition model.
Readme Dependencies 3 Examples 0

readme

| Supported Targets | ESP32-S3 | ESP32-P4 |
| ----------------- | -------- | -------- |

# List of Human Face Recognition Models

Up to now, we support two different versions of human face recognition models. The performance of human face recognition models is as follows:

input_shape : h * w * c  
mfn : 112 * 112 * 3  
mbf : 112 * 112 * 3  

| Model                    | Params(M) | GFLOPs | TAR@FAR=1E-4 on IJB-C(%) |
| ---------------------------- | --------- | ------ | ------------------------ |
| mfn_s8_v1 | 1.2       | 0.46   | 90.03                  |
| mbf_s8_v1 | 3.4       | 0.90   | 93.94                    |

|              | preprocess(us) | model(us) | postprocess(us) |
| ------------ | -------------- | --------- | --------------- |
| mfn_s8_v1_s3 | 8605           | 246726    | 80              |
| mfn_s8_v1_p4 | 5255           | 90721     | 42              |
| mbf_s8_v1_s3 | 8570           | 1117230   | 75              |
| mbf_s8_v1_p4 | 5255           | 193842    | 43              |

Links

Supports all targets

License: MIT

To add this component to your project, run:

idf.py add-dependency "espressif/human_face_recognition^0.1.1"

or download archive

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espressif/human_face_recognition version: 0.1.1
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