Add files using upload-large-folder tool
Browse files- .gitattributes +1 -0
- 1720510897520642_codeformer.jpg +3 -0
- README.md +64 -0
- SVP_NNN_PC_V1.0.6.0.tgz +3 -0
- model-card.json +316 -0
- 空文件,因为该模型仅用于非商用.onnx +3 -0
.gitattributes
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1720510897520642_codeformer.jpg filter=lfs diff=lfs merge=lfs -text
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1720510897520642_codeformer.jpg
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Git LFS Details
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README.md
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| 1 |
+
---
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| 2 |
+
language:
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| 3 |
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- zh
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| 4 |
+
tags:
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| 5 |
+
- hisilicon
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| 6 |
+
- hispark
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| 7 |
+
- npu
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| 8 |
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- openharmony
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| 9 |
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- modelzoo
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| 10 |
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- pytorch
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| 11 |
+
---
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| 12 |
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| 13 |
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# CodeFormer
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| 14 |
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| 15 |
+
CodeFormer 是一种基于码本查找 Transformer 的鲁棒盲人脸修复模型。相比传统方法,它通过生成对抗网络与量化编码技术,能有效处理模糊、噪声等多种退化问题,兼顾人脸修复质量与身份保真度,适用于盲人脸恢复场景。
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| 16 |
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## Mirror Metadata
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| 18 |
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| 19 |
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- Hugging Face repo: shadow-cann/hispark-modelzoo-codeformer
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| 20 |
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- Portal model id: ib6scq68vs00
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| 21 |
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- Created at: 2025-12-30 17:56:29
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| 22 |
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- Updated at: 2025-12-30 20:02:18
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- Category: 计算机视觉
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## Framework
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| 26 |
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- PyTorch
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| 28 |
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## Supported OS
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| 30 |
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| 31 |
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- OpenHarmony
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| 32 |
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- Linux
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| 33 |
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| 34 |
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## Computing Power
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| 35 |
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| 36 |
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- Hi3403V100 SVP_NNN
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| 37 |
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- Hi3403V100 NNN
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| 38 |
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| 39 |
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## Tags
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| 40 |
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| 41 |
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- 图像增强
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| 42 |
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| 43 |
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## Detail Parameters
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| 44 |
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| 45 |
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- 输入: 512x512
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| 46 |
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- 参数量: 94.375M
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| 47 |
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- 计算量: 835.584GFLOPs
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| 48 |
+
|
| 49 |
+
## Files In This Repo
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| 50 |
+
|
| 51 |
+
- 空文件,因为该模型仅用于非商用.onnx (源模型 / 源模型下载; 源模型 / 源模型元数据; 编译模型 / OM 元数据 / a16w8)
|
| 52 |
+
- SVP_NNN_PC_V1.0.6.0.tgz (附加资源 / 附加资源)
|
| 53 |
+
|
| 54 |
+
## Upstream Links
|
| 55 |
+
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| 56 |
+
- Portal card: https://gitbubble.github.io/hisilicon-developer-portal-mirror/model-detail.html?id=ib6scq68vs00
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| 57 |
+
- Upstream repository: https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/super_resolution/CodeFormer/
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| 58 |
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- License reference: https://github.com/sczhou/CodeFormer/blob/master/LICENSE
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| 59 |
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| 60 |
+
## Notes
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| 61 |
+
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| 62 |
+
- This repository was mirrored from the HiSilicon Developer Portal model card and local downloads captured on 2026-03-27.
|
| 63 |
+
- File ownership follows the portal card mapping, not just filename similarity.
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| 64 |
+
- Cover image: 1720510897520642_codeformer.jpg
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SVP_NNN_PC_V1.0.6.0.tgz
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version https://git-lfs.github.com/spec/v1
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oid sha256:536b103d08e9490f968207326798e1fc50ea4234888b73db729cd6e6a04c5d8b
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| 3 |
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size 31072256
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model-card.json
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| 1 |
+
{
|
| 2 |
+
"name": "CodeFormer",
|
| 3 |
+
"id": "ib6scq68vs00",
|
| 4 |
+
"description": "CodeFormer 是一种基于码本查找 Transformer 的鲁棒盲人脸修复模型。相比传统方法,它通过生成对抗网络与量化编码技术,能有效处理模糊、噪声等多种退化问题,兼顾人脸修复质量与身份保真度,适用于盲人脸恢复场景。",
|
| 5 |
+
"category": "计算机视觉",
|
| 6 |
+
"framework": [
|
| 7 |
+
"PyTorch"
|
| 8 |
+
],
|
| 9 |
+
"supportOs": [
|
| 10 |
+
"OpenHarmony",
|
| 11 |
+
"Linux"
|
| 12 |
+
],
|
| 13 |
+
"computingPower": [
|
| 14 |
+
"Hi3403V100 SVP_NNN",
|
| 15 |
+
"Hi3403V100 NNN"
|
| 16 |
+
],
|
| 17 |
+
"tags": [
|
| 18 |
+
"图像增强"
|
| 19 |
+
],
|
| 20 |
+
"repositoryUrl": "https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/super_resolution/CodeFormer/",
|
| 21 |
+
"licenseUrl": "https://github.com/sczhou/CodeFormer/blob/master/LICENSE",
|
| 22 |
+
"downloads": [
|
| 23 |
+
{
|
| 24 |
+
"fileName": "空文件,因为该模型仅用于非商用.onnx",
|
| 25 |
+
"variants": [
|
| 26 |
+
"源模型 / 源模型下载",
|
| 27 |
+
"源模型 / 源模型元数据",
|
| 28 |
+
"编译模型 / OM 元数据 / a16w8"
|
| 29 |
+
]
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"fileName": "SVP_NNN_PC_V1.0.6.0.tgz",
|
| 33 |
+
"variants": [
|
| 34 |
+
"附加资源 / 附加资源"
|
| 35 |
+
]
|
| 36 |
+
}
|
| 37 |
+
],
|
| 38 |
+
"apiDetail": {
|
| 39 |
+
"createdBy": 139318985286440,
|
| 40 |
+
"creationDate": "2025-12-30 17:56:29",
|
| 41 |
+
"creationUserCN": "sloanqin",
|
| 42 |
+
"lastUpdatedBy": null,
|
| 43 |
+
"lastUpdateDate": "2025-12-30 20:02:18",
|
| 44 |
+
"lastUpdateUserCN": "sloanqin",
|
| 45 |
+
"rowIdx": -1,
|
| 46 |
+
"id": "ib6scq68vs00",
|
| 47 |
+
"name": "CodeFormer",
|
| 48 |
+
"isBeta": 0,
|
| 49 |
+
"betaVersionDesc": "",
|
| 50 |
+
"description": "CodeFormer 是一种基于码本查找 Transformer 的鲁棒盲人脸修复模型。相比传统方法,它通过生成对抗网络与量化编码技术,能有效处理模糊、噪声等多种退化问题,兼顾人脸修复质量与身份保真度,适用于盲人脸恢复场景。",
|
| 51 |
+
"parentId": "ib6scq68vs00",
|
| 52 |
+
"coverImageId": 1720510897520642,
|
| 53 |
+
"coverImageUrl": "https://openxinhuo-board-image.obs.cn-east-3.myhuaweicloud.com/1720510897520642%2Fcodeformer.jpg",
|
| 54 |
+
"modelEffectId": null,
|
| 55 |
+
"modelEffectUrl": "",
|
| 56 |
+
"computerVersion": [
|
| 57 |
+
"图像增强"
|
| 58 |
+
],
|
| 59 |
+
"naturalLanguageProcess": [],
|
| 60 |
+
"multimodal": [],
|
| 61 |
+
"video": [],
|
| 62 |
+
"framework": [
|
| 63 |
+
"PyTorch"
|
| 64 |
+
],
|
| 65 |
+
"modelRepository": "https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/super_resolution/CodeFormer/",
|
| 66 |
+
"originModel": [
|
| 67 |
+
{
|
| 68 |
+
"id": "1720510975115266",
|
| 69 |
+
"name": "空文件,因为该模型仅用于非商用.onnx",
|
| 70 |
+
"url": null,
|
| 71 |
+
"size": "3"
|
| 72 |
+
}
|
| 73 |
+
],
|
| 74 |
+
"originModelLink": null,
|
| 75 |
+
"dataSet": "https://mmlab.ie.cuhk.edu.hk/projects/CelebA.html",
|
| 76 |
+
"modelLicense": "https://github.com/sczhou/CodeFormer/blob/master/LICENSE",
|
| 77 |
+
"detailParams": [
|
| 78 |
+
{
|
| 79 |
+
"name": "输入",
|
| 80 |
+
"value": "512x512"
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"name": "参数量",
|
| 84 |
+
"value": "94.375M"
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"name": "计算量",
|
| 88 |
+
"value": "835.584GFLOPs"
|
| 89 |
+
}
|
| 90 |
+
],
|
| 91 |
+
"quickStart": {
|
| 92 |
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"url": "https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/super_resolution/CodeFormer/",
|
| 93 |
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"markDownUrl": null,
|
| 94 |
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"developLanguage": [
|
| 95 |
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{
|
| 96 |
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"language": "C++",
|
| 97 |
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"context": "{\"ops\":[{\"attributes\":{\"line-height\":\"1.6\",\"color\":\"#40485b\",\"size\":\"16px\",\"background\":\"#ffffff\"},\"insert\":\"CodeFormer模型可以通过以下代码完成快速推理\"},{\"attributes\":{\"text-indent\":\"0px\"},\"insert\":\"\\n\"},{\"insert\":\"#include \\\"model.h\\\"\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"#include \\\"log.h\\\"\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\\n\"},{\"insert\":\"using namespace Infer;\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\\n\"},{\"insert\":\"int main()\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"{\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" EnvInit();\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" std::string omModelPath = \\\"/path/to/model.om\\\"; // CodeFormer模型文件路径 \"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" std::string imagePath = \\\"/path/to/image.jpg\\\"; // 输入图片路径\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" std::unique_ptr<Model> model = std::make_unique<Model>();\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" if (model->Load(omModelPath, ModelType::CodeFormer) != 0) {\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" LOG(ERROR) << \\\"fail to load model\\\";\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" return -1;\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" }\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" auto ret = model->Infer(imagePath, FileType::SingelImageFile);\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" if (ret.size() == 0) {\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" LOG(ERROR) << \\\"fail to infer model\\\";\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" model->Unload();\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" return -1;\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" }\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" if (model->Unload() != 0) {\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" LOG(ERROR) << \\\"fail to unload model\\\";\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" return -1;\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" }\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" EnvDeinit();\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\" return 0;\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"}\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"attributes\":{\"line-height\":\"1.6\",\"color\":\"#40485b\",\"size\":\"16px\",\"background\":\"#ffffff\"},\"insert\":\"备注:头文件和动态库位于\"},{\"attributes\":{\"line-height\":\"1.6\",\"color\":\"#095eab\",\"size\":\"16px\",\"background\":\"transparent\",\"link\":\"https://gitee.com/HiSpark/modelzoo/tree/master/samples/common\"},\"insert\":\"/samples/common\"},{\"attributes\":{\"line-height\":\"1.6\",\"color\":\"#40485b\",\"size\":\"16px\",\"background\":\"#ffffff\"},\"insert\":\"目录下,编译配置参考\"},{\"attributes\":{\"line-height\":\"1.6\",\"color\":\"#095eab\",\"size\":\"16px\",\"background\":\"transparent\",\"link\":\"https://gitee.com/HiSpark/modelzoo/blob/master/samples/built-in/super_resolution/CodeFormer/src/CMakeLists.txt\"},\"insert\":\"文件\"},{\"attributes\":{\"text-indent\":\"0px\"},\"insert\":\"\\n\"}]}"
|
| 98 |
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}
|
| 99 |
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]
|
| 100 |
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},
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| 101 |
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"status": "released",
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| 102 |
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"currentHandler": "",
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| 103 |
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"currentHandlerName": "",
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| 104 |
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"jsonPath": "https://gitee.com/HiSpark/modelzoo-dev/blob/master/samples/built-in/super_resolution/CodeFormer/codeformer.json",
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| 105 |
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| 106 |
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| 114 |
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"id": "i8ttm5k1tc00",
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| 115 |
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"name": "Hi3403V100 SVP_NNN",
|
| 116 |
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"modelId": "ib6scq68vs00",
|
| 117 |
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"modelName": "CodeFormer",
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| 118 |
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"supportNames": [
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| 119 |
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"a16w8"
|
| 120 |
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],
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| 121 |
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"toolkit": [
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| 122 |
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{
|
| 123 |
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"name": "CANN配置",
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| 124 |
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"url": "https://hispark-obs.obs.cn-east-3.myhuaweicloud.com/SVP_NNN_PC_V1.0.6.0.tgz",
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| 125 |
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"desc": "Al异构计算架构;提升计算效率的关键平台",
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| 126 |
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"imgId": "cann"
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| 127 |
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| 128 |
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{
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| 129 |
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"name": "编译工具库",
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| 130 |
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"url": "https://gitee.com/HiSpark/pegasus/blob/Beta-v0.9.1/docs/Hi3403V100%E7%8E%AF%E5%A2%83%E6%90%AD%E5%BB%BA%E6%8C%87%E5%8D%97/Hi3403V100%E7%8E%AF%E5%A2%83%E6%90%AD%E5%BB%BA%E6%8C%87%E5%8D%97.md",
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| 131 |
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"desc": "高效编译,精准适配;AI性能优化,应用流畅运行",
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| 132 |
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"imgId": "tool"
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| 133 |
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| 134 |
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{
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| 135 |
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"name": "SDK",
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| 136 |
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"url": "https://gitee.com/HiSpark/ss928v100_clang/tree/Beta-v0.9.1/",
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| 137 |
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"desc": "稳定、易用的设计;支撑客户快速产品量产",
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| 138 |
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"imgId": "sdk"
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| 139 |
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| 140 |
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| 141 |
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| 142 |
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"OpenHarmony",
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| 143 |
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"Linux"
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| 154 |
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"id": "j6tfki80i000",
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| 155 |
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"name": "a16w8",
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| 156 |
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"computingId": "i8ttm5k1tc00",
|
| 157 |
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"computingName": "Hi3403V100 SVP_NNN",
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| 158 |
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| 159 |
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"omOfflineModelId": 1720511059001345,
|
| 160 |
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"omOfflineModelSize": "3",
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| 161 |
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"omOfflineModelName": "空文件,因为该模型仅用于非商用.om",
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| 162 |
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"omOfflineModel": [
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| 163 |
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{
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| 164 |
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"id": "1720511059001345",
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| 165 |
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"name": "空文件,因为该模型仅用于非商用.om",
|
| 166 |
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"url": null,
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| 167 |
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"size": "3"
|
| 168 |
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}
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| 169 |
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],
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| 170 |
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| 171 |
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"releaseTime": "2025-12-30",
|
| 172 |
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"boardOs": null,
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| 173 |
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"modelLicense": "https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/super_resolution/CodeFormer/LICENSE",
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| 174 |
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"modelPerformance": [
|
| 175 |
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{
|
| 176 |
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"performanceValue": "468.72",
|
| 177 |
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"unit": "耗时(ms)",
|
| 178 |
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"desc": ""
|
| 179 |
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|
| 180 |
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{
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| 181 |
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"performanceValue": "2.13",
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| 182 |
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"unit": "性能(fps)",
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| 183 |
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"desc": ""
|
| 184 |
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|
| 185 |
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{
|
| 186 |
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"performanceValue": "2356.851",
|
| 187 |
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"unit": "单帧内存带宽(MB)",
|
| 188 |
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"desc": ""
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| 189 |
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},
|
| 190 |
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{
|
| 191 |
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"performanceValue": "264.789",
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| 192 |
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| 193 |
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|
| 194 |
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|
| 195 |
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| 196 |
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| 197 |
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| 198 |
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| 199 |
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| 200 |
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| 201 |
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| 209 |
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| 210 |
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| 211 |
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"modelId": "ib6scq68vs00",
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| 212 |
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"modelName": "CodeFormer",
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| 213 |
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| 214 |
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"fp16"
|
| 215 |
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| 216 |
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| 217 |
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{
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| 218 |
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"name": "CANN工具包",
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| 219 |
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"url": "",
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| 220 |
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"desc": "5.30.t11.7.b110; (请联系FAE获取)",
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| 221 |
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| 222 |
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| 223 |
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{
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| 224 |
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"name": "编译工具链",
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| 225 |
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"url": "",
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| 226 |
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"desc": "aarch64-mix210-linux-gcc;(请联系FAE获取)",
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| 227 |
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| 228 |
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| 229 |
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{
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| 230 |
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"name": "SDK",
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| 231 |
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"url": "",
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| 232 |
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"desc": "SS928 V100R001C02SPC022; (请联系FAE获取)",
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| 233 |
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| 234 |
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| 235 |
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| 236 |
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空文件,因为该模型仅用于非商用.onnx
ADDED
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version https://git-lfs.github.com/spec/v1
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