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162
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Sponsored by
ZenMux
AXERA-TECH / EdgeTAM
Model's Last Updated: January 30 2026
image-segmentation
Introduction of EdgeTAM
Model Details of EdgeTAM
EdgeTAM
基于EdgeSAM的图像分割Pipeline，支持多种输入提示（框、点、掩码），支持650N系列平台的模型推理。
支持芯片:
- AX650N
支持硬件
原始模型请参考
性能对比
- 输入图片大小 512x512
| Models | Latency (ms) | CMM Usage (MB) |
|---|---|---|
| edgetam_image_encoder | 22.348 | 29.124 |
| edgetam_prompt_encoder | 0.055 | 0.023 |
| edgetam_prompt_mask_encoder | 0.457 | 0.037 |
| edgetam_mask_decoder | 4.729 | 16.730 |
模型转换
- 模型转换工具链 Pulsar2
- 转换文档[TODO]
环境准备
- NPU Python API: pyaxengine
安装需要的python库
pip install -r requirements.txt
运行
(myenv) root@ax650:~/EdgeTAM# python3 image_prediction_ax.py --input_box 75,275,1725,850
[INFO] Available providers: ['AxEngineExecutionProvider']
Loading EdgeTAM Onnx models...
[INFO] Using provider: AxEngineExecutionProvider
[INFO] Chip type: ChipType.MC50
[INFO] VNPU type: VNPUType.DISABLED
[INFO] Engine version: 2.12.0s
[INFO] Model type: 2 (triple core)
[INFO] Compiler version: 5.0-patch1-dirty a512c95e-dirty
[INFO] Using provider: AxEngineExecutionProvider
[INFO] Model type: 2 (triple core)
[INFO] Compiler version: 5.0-patch1-dirty a512c95e-dirty
[INFO] Using provider: AxEngineExecutionProvider
[INFO] Model type: 2 (triple core)
[INFO] Compiler version: 5.0-patch1-dirty a512c95e-dirty
[INFO] Using provider: AxEngineExecutionProvider
[INFO] Model type: 2 (triple core)
[INFO] Compiler version: 5.0-patch1-dirty a512c95e-dirty
Get prompts:
input_box: [ 75 275 1725 850]
input_point_coords: None
input_point_labels: None
Only box input provided
Get dense_embeddings_no_mask
[0.9777304]
✅ Saved: ./results/mask_1.png
保存结果在
./results
目录下：
(myenv) root@ax650:~/EdgeTAM# python3 image_prediction_ax.py --image_path ./examples/images/truck.jpg --input_box 425,600,700,875 --input_point_coords 575,750 --input_point_labels 0
[INFO] Available providers: ['AxEngineExecutionProvider']
Loading EdgeTAM Onnx models...
[INFO] Using provider: AxEngineExecutionProvider
[INFO] Chip type: ChipType.MC50
[INFO] VNPU type: VNPUType.DISABLED
[INFO] Engine version: 2.12.0s
[INFO] Model type: 2 (triple core)
[INFO] Compiler version: 5.0-patch1-dirty a512c95e-dirty
[INFO] Using provider: AxEngineExecutionProvider
[INFO] Model type: 2 (triple core)
[INFO] Compiler version: 5.0-patch1-dirty a512c95e-dirty
[INFO] Using provider: AxEngineExecutionProvider
[INFO] Model type: 2 (triple core)
[INFO] Compiler version: 5.0-patch1-dirty a512c95e-dirty
[INFO] Using provider: AxEngineExecutionProvider
[INFO] Model type: 2 (triple core)
[INFO] Compiler version: 5.0-patch1-dirty a512c95e-dirty
['575,750']
575,750
Get prompts:
input_box: [425 600 700 875]
input_point_coords: [[575 750]]
input_point_labels: [0]
Get dense_embeddings_no_mask
[0.90291053]
✅ Saved: ./results/mask_1.png
Runs of AXERA-TECH EdgeTAM on huggingface.co
68
Total runs
4
24-hour runs
4
3-day runs
8
7-day runs
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30-day runs
More Information About EdgeTAM huggingface.co Model
Url of EdgeTAM
EdgeTAM huggingface.co Url
Provider of EdgeTAM huggingface.co
Other API from AXERA-TECH
Updated:October 28 2025
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