- MobileNetV1 implemenation via Pytorch.
- Training with ImageNet1K dataset from scratch.
- Evaluate inference result.
- Measure inference speed and compare to other models (VGG16, GoogleNet)
- Measure inference time and compare to other models
- MobileNet is faster for 2x times than GoogleNet and 6x times than VGG16
- Refer to
infer_speed.py
for measurement code