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+*.axmodel filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+license: mit
+pipeline_tag: image-detection
+---
+
+# CodeFormer
+
+This version of CoderFormer has been converted to run on the Axera NPU using **w8a16** quantization.
+
+This model has been optimized with the following LoRA: 
+
+Compatible with Pulsar2 version: 4.2
+
+## Convert tools links:
+
+For those who are interested in model conversion, you can try to export axmodel through 
+
+- [The repo of AXera Platform](https://github.com/wzf19947/QRCode_det), which you can get the detail of guide
+
+- [Pulsar2 Link, How to Convert ONNX to axmodel](https://pulsar2-docs.readthedocs.io/en/latest/pulsar2/introduction.html) 
+
+
+## Support Platform
+
+- AX650
+  - [M4N-Dock(爱芯派Pro)](https://wiki.sipeed.com/hardware/zh/maixIV/m4ndock/m4ndock.html)
+  - [M.2 Accelerator card](https://axcl-docs.readthedocs.io/zh-cn/latest/doc_guide_hardware.html)
+  
+|Chips|model|cost|
+|--|--|--|
+|AX650|yolov5n|0.73 ms|
+|AX650|yolov8n|1.31 ms|
+|AX650|yolov9t|1.89 ms|
+|AX650|yolov10n|1.44 ms|
+|AX650|yolo11n|1.39 ms|
+|AX650|yolo11n|2.49 ms|
+|AX650|DEIMv2_femto(u16)|1.79 ms|
+
+## How to use
+
+Download all files from this repository to the device
+
+```
+
+root@ax650:~/QRCode_det# tree
+.
+|-- model
+|   `-- deimv2_hgnetv2_femto_coco_npu3.axmodel
+|   `-- yolov5n_npu3.axmodel
+|   `-- yolov8n_npu3.axmodel
+|-- python
+|`-- QRCode_axmodel_infer_DEIMv2.py
+|`-- QRCode_axmodel_infer_v5.py
+|`-- QRCode_axmodel_infer_v8.py
+|`-- QRCode_onnx_infer_DEIMv2.py
+|`-- QRCode_onnx_infer_v5.py
+|`-- QRCode_onnx_infer_v8.py
+|`-- requirements.txt
+
+
+
+```
+
+### Inference
+
+Input Data:
+
+```
+|-- images
+|   `-- qrcode_01.jpg
+|   `-- qrcode_02.jpg
+|   `-- qrcode_03.jpg
+|   `-- qrcode_04.jpg...
+```
+
+
+#### Inference with AX650 Host, such as M4N-Dock(爱芯派Pro)
+
+```
+root@ax650:~/QRCode# python3 QRCode_axmodel_infer_DEIMv2.py
+[INFO] Available providers:  ['AxEngineExecutionProvider']
+[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: 4.2 b98901c3
+识别成功！
+图片 ./qrcode_test/qrcode_01.jpg 处理耗时: 0.2165 秒
+识别成功！
+图片 ./qrcode_test/qrcode_02.jpg 处理耗时: 0.1540 秒
+识别成功！
+图片 ./qrcode_test/qrcode_03.jpg 处理耗时: 0.1456 秒
+识别成功！
+图片 ./qrcode_test/qrcode_05.jpg 处理耗时: 0.1449 秒
+
+```
+
+Output:
+![alt text](result.png)