MnasNet
1.0.0
Mingxing Tan, Bo Chen, Ruoming Pang, Vijay Vasudevan, Mark Sandler, Andrew Howard, Quoc V. Le. MNASNET: Pencarian arsitektur saraf platform-sadar untuk ponsel . CVPR 2019. ARXIV Link: https://arxiv.org/abs/1807.11626
Implementasi yang tersedia: A1, B1, Small, D1, D1_320
from MnasNet_models import Build_MnasNet
# Standard model
model = Build_MnasNet ( 'a1' )
# Change default parameters:
model = Build_MnasNet ( 'a1' , dict ( input_shape = ( 128 , 128 , 3 ), dropout_rate = 0.5 ))| Model | Dataset | Ukuran input | Pengali kedalaman | Akurasi Top-1 | Akurasi top-5 | Pixel 1 Latency (MS) | Tautan unduh |
|---|---|---|---|---|---|---|---|
| Mnasnet-a1 | Imagenet | 224*224 | 1.0 | 75.2 | 95.2 | 78ms | Google Drive |
MNASNET - Implementasi Resmi untuk TPU Cloud
