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| Model | Input Size | Inference Time |
|---|---|---|
| Zero-DCE | 256×256 | 2.6ms |
| Zero-DCE++ | 512×512 | 12.7ms |
| SCI | 600×400 | 1.2ms |
| RetinexFormer | 224×224 | 35ms |
模型文件组织方式如下:
.
|-- model_convert
| |-- SCI.json
| `-- axmodel
| `-- SCI_TPAMI_600_400.axmodel
|-- pic
| |-- 00001.png
| |-- 00051.png
| |-- 00079.png
| |-- 00091.png
| |-- 2062.jpg
| |-- 2064.jpg
| |-- 3008.jpg
| |-- 3018.jpg
| |-- 3020.jpg
| `-- NPE_71.png
|-- python
| |-- axmodel_infer.py
| `-- onnx_infer.py
`-- res
`-- axmodel_res.png
python3 axmodel_infer.py:(base) root@ax650:~/SCI# python3 axmodel_infer.py
[INFO] Available providers: ['AxEngineExecutionProvider', 'AXCLRTExecutionProvider']
[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: 6.0-dirty 115775d3-dirty
Saved comparison → ./axmodel_res.png
Input: (600, 400) → model input: (600,400) → restored: (600, 400)
