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+portrait_pp_humansegv1_lite_398x224_inference_model_with_softmax/model.pdmodel filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+language:
+  - en
+thumbnail: "https://i.imgur.com/z0BwlOe.png"
+tags:
+- image matting
+- image segmentation
+license: apache-2.0
+metrics:
+- mean_iou
+---
+PP-HumanSeg v1 model, released by [Paddle](https://github.com/PaddlePaddle/PaddleSeg/tree/release/2.6/contrib/PP-HumanSeg).
+
+Tested on the [PP-HumanSeg-14K](https://github.com/PaddlePaddle/PaddleSeg/blob/release/2.6/contrib/PP-HumanSeg/paper.md) dataset.
+
+| Model Name | Best Input Shape | mIou(%) | Inference Time on Arm CPU(ms) | Modle Size(MB) |
+| --- | --- | --- | ---| --- |
+| PP-HumanSegV1-Lite | 398x224 | 93.60 | 29.68 | 2.3 |
+
+**Network Architecture**
+
+Model architecture named ConnectNet, which is suitable for real-time segmentation scenarios on the web or mobile.
+
+![]([pphumanseg_lite.png](https://raw.githubusercontent.com/unography/PaddleSeg/release/2.6/configs/pp_humanseg_lite/pphumanseg_lite.png))
+
+[More details](https://github.com/unography/PaddleSeg/tree/release/2.6/configs/pp_humanseg_lite)

portrait_pp_humansegv1_lite_398x224_inference_model_with_softmax/deploy.yaml

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+Deploy:
+  model: model.pdmodel
+  params: model.pdiparams
+  transforms:
+  - target_size:
+    - 398
+    - 224
+    type: Resize
+  - type: Normalize

portrait_pp_humansegv1_lite_398x224_inference_model_with_softmax/model.pdmodel

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