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Currently FastDeploy supports the deployment of two key point detection methods.
| Task | Description | Model Format | Example | Version |
|---|---|---|---|---|
| Single person key point detection | Deploy PP-TinyPose series models with input images containing only a single person | Paddle | Please refer to tinypose | Release/2.5 |
| Single/multi person key point detection | Deploy the model tandem task of PicoDet + PP-TinyPose, where the input image first passes through the detection model to get an independent portrait sub-image, and then passes through the PP-TinyPose model to detect key points | Paddle | Please refer to det_keypoint_unite | Release/2.5 |
Here we provides the following pre-trained models, you can download and use them directly.
| Model | Description | Model Format | Version |
|---|---|---|---|
| PP-TinyPose-128x96 | Single person key point detection | Paddle | Release/2.5 |
| PP-TinyPose-256x192 | Single person key point detection | Paddle | Release/2.5 |
| PicoDet-S-Lcnet-Pedestrian-192x192 + PP-TinyPose-128x96 | Single person key point detection tandem configuration | Paddle | Release/2.5 |
| PicoDet-S-Lcnet-Pedestrian-320x320 + PP-TinyPose-256x192 | Multi person key point detection tandem configuration | Paddle | Release/2.5 |