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<p align="center"> NCNN Models </p>

The collection of pre-trained AI models, and how they were converted, deployed. 中文

About

The ncnn framework enables cross-device deployment with the help of the vulkan api. We pre-train models via pytorch, tensorflow, paddle etc. and then convert them to ncnn models for final deployment on Windows, mac, linux, android, ios, WebAssembly and uni-app. However, model conversion is not a one-click process and needs to be handled manually. In order to extend the boundary applications of ncnn, we have created this repository to receive any cases of successful or failed conversions.

How to contribute

Contribute tutorial

✅ : good to work ❌ : bad to work ⭕ : good to work, but not good to contribute 🤔 : not sure, but good to contribute 🔥🔥💥

Ncnn Models

We believe we will succeed in the end. 😂。

ModelYearSizeFromTypeConvertNCNNHot
roop2023276.7MOnnxface_swap🤔🔥
nerf20230.1MBPytorchinstant-ngp
codeformer2023212.5MPytorchface_restoration🔥
vits202291MBPytorchtts🔥
stablediffusion20221.7GBPytorchdiffusion🔥
sherpa2022134MBPytorchtts🔥
DTLN20221.9MBPytorchaudio_denoising
gpt2-chinese2022357MBnlp
MAT2022Pytorchimage_inpainting
RVM202113.6MBPytorchimage_matting
vitea202252.9MBPytorchimage_matting
AnimeGanV32022Onnxstyle_transfer
HybridNets2022Pytorchobject_dection
yolop2021Pytorchobject_dection🤔💥
pfld20194.9MBPytorchface_dection
Anime202118.8MBOnnxface_dection
CaiT202134.3MBPytorchimage_classification
FastestDet20220.4MBPytorchobject_dection💥
yolov7202212.1MBPytorchobject_dection
yolov620228.4MBPytorchobject_dection
yolov520212.3MBPytorchobject_dection💥
yolo-fastestv220210.4MBPytorchobject_dection💥
yolox20211.7MBPytorchobject_dection
nanodet20202.3MBOnnxobject_dection
DenseNet201821.5MBPytorchimage_classification
resnet18201522.8MBPytorchimage_classification
mobilenet_v220196.8MBPytorchimage_classification
mobilenet_v3201910.7MBPytorchimage_classification
Res2Net202188.2MBPytorchimage_classification
Res2Next50202148.1MBPytorchimage_classification
shufflenetv220184.4MBOnnximage_classification
vgg162015263MBPytorchimage_classification
efficientnet202110.3MBPytorchimage_classification
deeplabv3201721.5MBPytorchimage_matting
yolov7-mask202286.6MBPytorchimage_matting🤔
deoldify2019242MBOnnximage_inpainting🤔
UltraFace20190.6MBPytorchface_dection
Anime2Real202222.2MBPytorchstyle_transfer
AnimeGanV220204.2MBPytorchstyle_transfer
styletransfer20163.2MBOnnxstyle_transfer
ifrnet20225.6MBPytorchvideo_frame_interpolation
Rife202110MBOnnxvideo_frame_interpolation
GFPGAN2021214MBOnnxface_restoration💥

Awesome App based on Ncnn

1. Deep Face Live

see DeepFaceLive

2. video-super-resolution

waifu2x-ncnn-vulkan、realcugan-ncnn-vulkan、realEsrgan-ncnn-vulkan ...

see RealESRGAN

3. Video Matting

see MODNet

4. BlazePose

see BlazePose

5. AnimeGanV2

see AnimeGanV2

6. GPT2-ChineseChat-NCNN

see GPT2-ChineseChat-NCNN

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Star History

Star History Chart