shadow-cann/hispark-modelzoo-codeformer
0
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 "url": "https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/super_resolution/CodeFormer/",93 "markDownUrl": null,94 "developLanguage": [95 {96 "language": "C++",97 "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 }99 ]100 },101 "status": 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