Sponsored by
Vmake Labs Video Enhancer
AXERA-TECH / MobileSAM
Model's Last Updated: January 30 2026
image-segmentation
Introduction of MobileSAM
Model Details of MobileSAM
MobileSAM
基于MobileSAM的图像分割Pipeline，支持多种输入提示（框、点、掩码），支持650N/620E系列平台的模型推理。
支持芯片:
- AX650N
- AX620E
- AX630C
支持硬件
原始模型请参考
性能对比
- 输入图片大小 1024x1024
| Chip | Models | Latency (ms) | CMM Usage (MiB) |
|---|---|---|---|
| 650N | mobile_sam_encoder | 49.495 | 48.334 |
| 630C | mobile_sam_encoder | 520.044 | 63.231 |
| 650N | mobile_sam_decoder | 9.930 | 16.703 |
| 630C | mobile_sam_decoder | 36.382 | 14.970 |
模型转换
- 模型转换工具链 Pulsar2
- 转换文档 Model Convert
环境准备
- NPU Python API: pyaxengine
安装需要的python库
pip install -r requirements.txt
运行
cd python_ax
python3 main.py -i ../images/test.jpg -c 650
output:
Runs of AXERA-TECH MobileSAM on huggingface.co
24
Total runs
0
24-hour runs
-1
3-day runs
-5
7-day runs
-10
30-day runs
More Information About MobileSAM huggingface.co Model
Url of MobileSAM
MobileSAM huggingface.co Url
Provider of MobileSAM huggingface.co
Other API from AXERA-TECH
Total runs:
596
Run Growth:
-1.8K
Growth Rate:
-297.82%
Total runs:
218
Run Growth:
57
Growth Rate:
26.15%
Total runs:
153
Run Growth:
123
Growth Rate:
80.39%
Total runs:
104
Run Growth:
104
Growth Rate:
100.00%
Total runs:
78
Run Growth:
-412
Growth Rate:
-528.21%
Total runs:
65
Run Growth:
41
Growth Rate:
63.08%
Total runs:
60
Run Growth:
20
Growth Rate:
33.33%
Total runs:
50
Run Growth:
26
Growth Rate:
52.00%
Total runs:
47
Run Growth:
26
Growth Rate:
55.32%
Total runs:
47
Run Growth:
24
Growth Rate:
51.06%
Total runs:
47
Run Growth:
-99
Growth Rate:
-210.64%
Total runs:
45
Run Growth:
18
Growth Rate:
40.00%
Total runs:
41
Run Growth:
4
Growth Rate:
9.76%
Total runs:
41
Run Growth:
-8
Growth Rate:
-19.51%
Total runs:
41
Run Growth:
10
Growth Rate:
24.39%
Total runs:
39
Run Growth:
-12
Growth Rate:
-30.77%
Total runs:
37
Run Growth:
-2
Growth Rate:
-5.41%
Total runs:
36
Run Growth:
3
Growth Rate:
8.33%
Total runs:
35
Run Growth:
2
Growth Rate:
5.71%
Total runs:
35
Run Growth:
12
Growth Rate:
34.29%
Total runs:
34
Run Growth:
5
Growth Rate:
14.71%
Total runs:
34
Run Growth:
14
Growth Rate:
41.18%
Total runs:
33
Run Growth:
-15
Growth Rate:
-45.45%
Total runs:
32
Run Growth:
4
Growth Rate:
12.50%
Total runs:
32
Run Growth:
-1
Growth Rate:
-3.13%
Total runs:
31
Run Growth:
8
Growth Rate:
25.81%
Total runs:
31
Run Growth:
9
Growth Rate:
29.03%
Total runs:
31
Run Growth:
7
Growth Rate:
22.58%
Total runs:
31
Run Growth:
-1
Growth Rate:
-3.23%
Total runs:
30
Run Growth:
-17
Growth Rate:
-56.67%
Total runs:
30
Run Growth:
-5
Growth Rate:
-16.67%
Total runs:
30
Run Growth:
3
Growth Rate:
10.00%
Total runs:
30
Run Growth:
-4
Growth Rate:
-13.33%
Total runs:
30
Run Growth:
18
Growth Rate:
60.00%
Total runs:
30
Run Growth:
9
Growth Rate:
30.00%
Total runs:
29
Run Growth:
5
Growth Rate:
17.24%
Total runs:
27
Run Growth:
-20
Growth Rate:
-74.07%
Total runs:
26
Run Growth:
-45
Growth Rate:
-173.08%
Total runs:
26
Run Growth:
13
Growth Rate:
50.00%
Total runs:
26
Run Growth:
4
Growth Rate:
15.38%
Total runs:
26
Run Growth:
4
Growth Rate:
15.38%
Total runs:
25
Run Growth:
5
Growth Rate:
20.00%
Total runs:
25
Run Growth:
1
Growth Rate:
4.00%
Total runs:
25
Run Growth:
5
Growth Rate:
20.00%
Total runs:
24
Run Growth:
1
Growth Rate:
4.17%
Total runs:
24
Run Growth:
9
Growth Rate:
37.50%
Total runs:
24
Run Growth:
0
Growth Rate:
0.00%
Total runs:
24
Run Growth:
11
Growth Rate:
45.83%
Total runs:
22
Run Growth:
-28
Growth Rate:
-127.27%
Total runs:
22
Run Growth:
16
Growth Rate:
72.73%
Total runs:
22
Run Growth:
0
Growth Rate:
0.00%
Total runs:
22
Run Growth:
-16
Growth Rate:
-72.73%