insightfaceWrapper
Wrapper for easier inference for insightface
Install
pip install -U insightfacewrapper
Models
ms1mv3_arcface_r18ms1mv3_arcface_r34ms1mv3_arcface_r50ms1mv3_arcface_r100glint360k_cosface_r18glint360k_cosface_r34glint360k_cosface_r50glint360k_cosface_r100
from insightfacewrapper.get_model import get_model
model = get_model(<model_name>)
model.eval()
Inference
Based on the original
inference script,
image should be resized to (112, 112).
def normalize(image: np.ndarray) -> np.ndarray:
image /= 255
image -= 0.5
image /= 0.5
return image
def image2input(image: np.ndarray) -> np.ndarray:
transposed = np.transpose(image, (2, 0, 1)).astype(np.float32)
return normalize(np.expand_dims(np.ascontiguousarray(transposed), 0))
torch_input = image2input(image)
with torch.inference_engine():
result = model(torch_input)[0].cpu().numpy()
1 maintainer
Metadata
1 maintainer
Release files for insightfacewrapper 0.0.4
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| File | Size | Uploaded | Provenance | Actions |
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| File | Interpreter | ABI | Platform | Actions Reset |
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| insightfacewrapper-0.0.4-py3.8.egg | Legacy Egg format | - | - | Details for insightfacewrapper-0.0.4-py3.8.egg |
Total release size: 8.4 kB
Release files / insightfacewrapper-0.0.4.tar.gz
| Download URL | insightfacewrapper-0.0.4.tar.gz |
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| Size | 4.5 kB |
| Tags | Source |
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Release files / insightfacewrapper-0.0.4-py3.8.egg
| Download URL | insightfacewrapper-0.0.4-py3.8.egg |
|---|---|
| Size | 3.9 kB |
| Tags | Egg |
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