NCNN Models
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
✅ : 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. 跪求各位大佬修正失败案例，个人失败太多快要自闭了
😂 。
| Model | Year | Size | From | Type | Convert | NCNN | Hot |
|---|---|---|---|---|---|---|---|
| DTLN | 2022 | 1.9M | Pytorch | audio_denoising | |||
| gpt2-chinese | 2022 | 357M | nlp | ||||
| MAT | 2022 | Pytorch | image_inpainting | ||||
| RVM | 2021 | 13.6M | Pytorch | image_matting | |||
| vitea | 2022 | 52.9M | Pytorch | image_matting | |||
| AnimeGanV3 | 2022 | Onnx | style_transfer | ||||
| HybridNets | 2022 | Pytorch | object_dection | ||||
| yolop | 2021 | Pytorch | object_dection | ||||
| pfld | 2019 | 4.9M | Pytorch | face_dection | |||
| Anime | 2021 | 18.8M | Onnx | face_dection | |||
| CaiT | 2021 | 34.3M | Pytorch | image_classification | |||
| FastestDet | 2022 | 0.4M | Pytorch | object_dection | |||
| yolov7 | 2022 | 12.1M | Pytorch | object_dection | |||
| yolov6 | 2022 | 8.4M | Pytorch | object_dection | |||
| yolov5 | 2021 | 2.3M | Pytorch | object_dection | |||
| yolo-fastestv2 | 2021 | 0.4M | Pytorch | object_dection | |||
| yolox | 2021 | 1.7M | Pytorch | object_dection | |||
| nanodet | 2020 | 2.3M | Onnx | object_dection | |||
| DenseNet | 2018 | 21.5M | Pytorch | image_classification | |||
| resnet18 | 2015 | 22.8M | Pytorch | image_classification | |||
| mobilenet_v2 | 2019 | 6.8M | Pytorch | image_classification | |||
| mobilenet_v3 | 2019 | 10.7M | Pytorch | image_classification | |||
| Res2Net | 2021 | 88.2M | Pytorch | image_classification | |||
| Res2Next50 | 2021 | 48.1M | Pytorch | image_classification | |||
| shufflenetv2 | 2018 | 4.4M | Onnx | image_classification | |||
| vgg16 | 2015 | 263M | Pytorch | image_classification | |||
| efficientnet | 2021 | 10.3M | Pytorch | image_classification | |||
| deeplabv3 | 2017 | 21.5M | Pytorch | image_matting | |||
| yolov7-mask | 2022 | 86.6M | Pytorch | image_matting | |||
| deoldify | 2019 | 242M | Onnx | image_inpainting | |||
| UltraFace | 2019 | 0.6M | Pytorch | face_dection | |||
| Anime2Real | 2022 | 22.2M | Pytorch | style_transfer | |||
| AnimeGanV2 | 2020 | 4.2M | Pytorch | style_transfer | |||
| styletransfer | 2016 | 3.2M | Onnx | style_transfer | |||
| ifrnet | 2022 | 5.6M | Pytorch | video_frame_interpolation | |||
| Rife | 2021 | 10M | Onnx | video_frame_interpolation | |||
| GFPGAN | 2021 | 214M | Onnx | face_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
QQ群
- 824562395 【加群请备注你正在转换的新模型(2022至今)】