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README.md
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@@ -28,6 +28,7 @@ pulsar2 build --config ./quant/bird-l.json
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For those who are interested in model conversion, you can try to export axmodel through
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- [Pulsar2 Link, How to Convert ONNX to axmodel](https://pulsar2-docs.readthedocs.io/en/latest/pulsar2/introduction.html)
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@@ -193,6 +194,15 @@ Top5正确数: 16325 | Top5准确率: 91.24%
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# Bird Detect & Classify End2End Demo
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I've added a demo to do end2end inference with detection axmodel and recognition axmodel in 'model/bird-end2end'.
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Try to do bird object detect--->expand & crop--->classify with:
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```
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python3 onnx_infer_end2end.py
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For those who are interested in model conversion, you can try to export axmodel through
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- [The original repo, Could get more details](https://github.com/wzf19947/Bird-Species-Classification)
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- [Pulsar2 Link, How to Convert ONNX to axmodel](https://pulsar2-docs.readthedocs.io/en/latest/pulsar2/introduction.html)
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# Bird Detect & Classify End2End Demo
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I've added a demo to do end2end inference with detection axmodel and recognition axmodel in 'model/bird-end2end'.
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| Models | Platforms | mAP@0.5 | latency | CMM size(MB) |
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| -------------| -------------| --------------| -------------| --------------|
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| bird_det | AX630C | 0.955 | 3.1ms | 3.71 |
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| Models | Platforms | latency | Top1 Accuracy | Top5 Accuracy | CMM size(MB) |
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| -------------| -------------| -------------| --------------| --------------| --------------|
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| bird_rec | AX630C | 16.3ms | 81.3% | 91.2% | 31.8 |
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Try to do bird object detect--->expand & crop--->classify with:
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```
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python3 onnx_infer_end2end.py
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model/bird-end2end/{bird_det.axmodel → AX620E/bird_det.axmodel}
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model/bird-end2end/{bird_rec.axmodel → AX620E/bird_rec.axmodel}
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model/bird-s/{AX630C → AX620E}/bird_630_npu1.axmodel
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model/bird-s/{AX630C → AX620E}/bird_630_npu2.axmodel
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