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| 模型 | 输入分辨率 | AX650板端耗时 |
|---|---|---|
| AOD-Net | 640×480 | 2.4 ms |
| Light-Dehazenet | 480×640 | 9.2 ms |
| DehazeFormer_t | 512×512 | 161ms |
| MixDehazeNet | 256×256 | 38 ms |
| GCANet | 512×512 | 80 ms |
| GridDehazeNet | 640×480 | 113 ms |
| DEA-Net | 512×512 | 127 ms |
| FFA-Net | 512×512 | 873 ms |
所有模型文件组织方式均如下：
.
|-- model_convert
| |-- axmodel
| | `-- dehazeformer-t-512-constant.axmodel
| `-- dehazeformer.json
|-- pic
| `-- 00000_0_0.1800.png
|-- python
| |-- axmodel_infer.py
| `-- onnx_infer.py
`-- res
`-- output.png
(base) root@ax650:~/GCANet# python 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: 7.0 22923e4e
Saved: axmodel_output/0051_0.8_0.2_input_dehaze_compare.png
Saved: axmodel_output/0099_0.9_0.16_input_dehaze_compare.png
