PPNC简介
PPNC是edgeboard研发维护的一款AI模型编译工具链产品，支持模型编译和模型推理。
Aistudio已经集成PPNC模型编译环境，方便用户训练模型后直接进行模型编译。
edgeboard飞桨开发板上同时也内置了PPNC模型运行功能，并且提供C++和Python两种形式的API。
模型支持列表
1. PaddleSeg
github: https://github.com/PaddlePaddle/PaddleSeg
| Semantic Segmentation |
interactive Segmentation |
Image Matting |
Panoptic Segmentation |
| Glore |
|
PP-Matting |
|
| LRASPP |
|
PP-HumanMatting |
|
| DDRNet |
|
MODNet |
|
| PP-LiteSeg |
|
|
|
| DeepLabV3 |
|
|
|
| DeepLabV3P |
|
|
|
| GCNet |
|
|
|
| SFNet |
|
|
|
| LaneSeg |
|
|
|
| OCRNet |
|
|
|
| DecoupledSegNet |
|
|
|
| PointRend |
|
|
|
| EMANet |
|
|
|
| U-Net |
|
|
|
| ESPNetV1 |
|
|
|
| DANet |
|
|
|
| SegFormer |
|
|
|
| PFPNNet |
|
|
|
| FCN |
|
|
|
| BiSeNetV2 |
|
|
|
| ANN |
|
|
|
| STDCSeg |
|
|
|
| ENCNet |
|
|
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| HarDNet |
|
|
|
| DNLNet |
|
|
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| HRNetW48Contrast |
|
|
|
2. PaddleClas
github: https://github.com/PaddlePaddle/PaddleClas
| classification |
| ShiTuV2 |
| PP-LCNetV2 |
| PP-HGNet |
| CSWinTransformer |
| ReID |
| PULC |
| PVT_V2 |
| ResNet |
| GhostNet |
| Twins |
| ResNeSt |
| DPN |
| ViT |
| MixNet |
| DarkNet53 |
| SEResNeXt |
| SqueezeNet |
| Inception |
| VGG |
| MobileNetV2 |
| ReXNet |
| DenseNet |
| MobileNetV1 |
| HarDNet |
| Xception |
| AlexNet |
| Res2Net |
| ShuffleNetV2 |
| DLA |
| PP-LCNet |
| MobileNetV3 |
| DeiT |
| EfficientNet |
| HRNet |
| ESNet |
| CSWinTransformer |
3. PaddleDetection
github: https://github.com/PaddlePaddle/PaddleDetection
| Detection |
Multi Object Tracking |
KeyPoint Detection |
| PP-PicoDet |
DeepSORT |
PP-TinyPose |
| PP-YOLOE+ |
|
HRNet |
| PP-YOLOE |
|
Lite-HRNet |
| PP-YOLO |
|
|
| YOLOv3 |
|
|
| FCOS |
|
|
| Faster RCNN |
|
|
4. PaddleOCR
github: https://github.com/PaddlePaddle/PaddleOCR
| detection |
recognition |
| SAST |
SVTR |
| ch-PP-OCRv3 |
StarNet |
| PSE |
Rosetta |
| DB |
ch_PP-OCRv3 |
| EAST |
ch_PP-OCRv2 |
|
RARE |
|
CRNN |
|
SRN |
