jketreno/ketr.photos
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Signed-off-by: James Ketrenos <james_git@ketrenos.com>
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James Ketr 2023-01-01 15:08:36 -08:00
parent 81c1591b6b
commit 733b8feeba
1 changed files with 10 additions and 7 deletions
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17
test/detect.py
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@ -55,24 +55,27 @@ def extract_faces(img_path, threshold=0.9, model = None, align = True, allow_ups
nose[0] -= x
nose[1] -= y
width *= 0.25
height *= 0.25
width *= 1.25
height *= 1.25
left = round(x - width * 0.5)
right = round(left + width)
top = round(y - height * 0.5)
bottom = round(top + height)
facial_img = img[left: right, top: bottom]
facial_img = img[top: bottom, left: right]
print(left, right, top, bottom, left_eye, right_eye, nose)
aligned = RetinaFace.postprocess.alignment_procedure(facial_img, left_eye, right_eye, nose)
# Eye order is reversed as the routine does them backwards
aligned = RetinaFace.postprocess.alignment_procedure(facial_img, right_eye, left_eye, nose)
image = Image.fromarray(aligned)
image.resize(size = (224,224), resample = Image.ANTIALIAS)
image = image.resize(size = (224,224), resample = Image.LANCZOS)
resized = np.asarray(image)
else:
facial_img = img[facial_area[1]: facial_area[3], facial_area[0]: facial_area[2]]
facial_img = img[
facial_area[1]: facial_area[3],
facial_area[0]: facial_area[2]
]
resized = facial_img
identity['vector'] = DeepFace.represent(img_path = resized, model_name = 'ArcFace', detector_backend = 'opencv', enforce_detection = False)