sightops-age-gender

SightOps – Age and Gender Classification Model

This ONNX-based model performs age group and gender classification in real time.
Optimized for Raspberry Pi 5 and ONNX Runtime.

🧩 Details

• Architecture: EfficientNetB3
• Age Classes: 9 groups
• Gender Classes: 2 (Male/Female)
• Format: ONNX (FP32)

⚙️ Usage

import onnxruntime as ort, cv2, numpy as np
session = ort.InferenceSession("model_age.onnx")
inp = session.get_inputs()[0].name
out = session.get_outputs()[0].name
img = cv2.imread("test.jpg")
img = cv2.resize(img, (224,224)).astype(np.float32)[None,:,:,:]
pred = session.run([out], {inp: img})