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However, \nit requires a lot of computational resources, and there are many tremendous processes to \nsetup execution environment based hardware acceleration such as GPGPU. Therefore providing \nDNN applications to end-users is very hard. \n\n**WebDNN** solves this problem by using web browser as installation-free DNN execution \nframework. This framework optimizes trained DNN model to compress the model data and \naccelerate the execution, and executes it with novel JavaScript API such as WebAssembly \nand WebMetal to achieve zero-overhead execution. Empirical evaluations showed that it \nachieved more than 200x acceleration.\n\nNote: WebGPU introduced by Apple was renamed to WebMetal in 2019.\nIn WebDNN 1.2.8, both WebMetal and old name WebGPU are supported for compatiblity.\nFor string constant, currently `webgpu` is used, but will be changed to `webmetal` in the future version.\n\n# Performance\n\n- Compared processing time with [Keras.js](https://github.com/transcranial/keras-js)\n- Test environment: \n    - Mac Book Pro early 2015\n    - macOS 10.12.4 Sierra\n    - Intel Core i5 2.7 GHz CPU\n    - 16 GB Memory\n    - Intel Iris Graphics 6100 GPU\n    - Safari Technology Preview 30\n- Model: VGG16[[1]](#1), Inception-v3[[4]](#4), and ResNet50[[2]](#2). \n- Input Shape: `(1, 299, 299, 3)` for Inception-v3, `(1, 224, 224, 3)` for others.\n\n![Benchmark result with Keras.js](https://github.com/mil-tokyo/webdnn/blob/master/docs/misc/performance.png)\n\nElapsed time per image are shown in vertical axis as logarithmic scale.\n\nWebDNN with WebMetal backend was significantly faster than Keras.js. \nWebDNN with WebAssembly backend was comparable with GPU backend of Keras.js.\nIn each DNN model and backend, WebDNN obtained better results in terms of speed.\nMore speed improvement is observed when the optimizations are applied in the graph transpiler. \n\n# Getting started in 30 seconds\n\nLet's convert and execute ResNet50 pre-trained Keras model[[3]](#3) on your web browser.\n\nFirst, save ResNet50 pre-trained model provided by Keras.\n\n```python\nfrom keras.applications import resnet50\nmodel = resnet50.ResNet50(include_top=True, weights='imagenet')\nmodel.save(\"resnet50.h5\")\n```\n\nNext, convert the model by CLI. In this phase, model is optimized.\n\n```bash\npython ./bin/convert_keras.py resnet50.h5 --input_shape '(1,224,224,3)' --out output\n```\n\nThen, generated files (called as `Descriptor`) can be loaded and executed by JavaScript as follows,\n\n```js\nlet runner, image, probabilities;\n\nasync function init() {\n    // Initialize descriptor runner\n    runner = await WebDNN.load('./output');\n    image = runner.inputs[0]; \n    probabilities = runner.outputs[0];\n}\n\nasync function run() {\n    // Set the value into input variable.\n    image.set(await WebDNN.Image.getImageArray('./input_image.png'));\n    \n    // Run\n    await runner.run(); \n\n    // Show the result\n    console.log('Output', WebDNN.Math.argmax(probabilities));\n}\n```\n\nWebDNN also supports Caffemodel and Chainer model.\n\nFor more information, please see [documents](https://mil-tokyo.github.io/webdnn/docs).\n\n# Setup\n\nPlease see [documents](https://mil-tokyo.github.io/webdnn/docs/tutorial/setup.html).\n\nAlso, Docker image is provided. See [docker](./docker).\n\n# Applications / demos using WebDNN\n- [http://make.girls.moe/#/](http://make.girls.moe/#/) - MakeGirls.moe - Create Anime Characters with A.I.!\n- [https://new3rs.github.io/AZ.js/index.html](https://new3rs.github.io/AZ.js/index.html) ([Japanese ver](https://new3rs.github.io/AZ.js/index.ja.html)) - Go AI (JavaScript version of [Pyaq](https://github.com/ymgaq/Pyaq))\n- [https://milhidaka.github.io/chainer-image-caption/](https://milhidaka.github.io/chainer-image-caption/) - Generating image caption demo\n- [https://github.com/milhidaka/webdnn-exercise](https://github.com/milhidaka/webdnn-exercise) - Exercise of basic usage of WebDNN\n- [https://emotionaltrackingsdk.morphcast.com](https://emotionaltrackingsdk.morphcast.com/index.html#https://www.youtube.com/watch?v=iHciomXGxUA&feature=youtu.be) - Emotion recognition from camera by Cynny, see [https://www.morphcast.com] for more info\n- [https://github.com/zaghaghi/nsfw-webdnn](https://github.com/zaghaghi/nsfw-webdnn) - [Yahoo Open NSFW](https://github.com/yahoo/open_nsfw) inside your browser\n\n---\n\n- <i id=1></i>[1] Karen Simonyan and Andrew Zisserman. 2014. Very Deep Convolutional Networks for Large-Scale Image Recognition. \n    In Proceedings of the International Conference on Learning Representations (ICLR).\n- <i id=2></i>[2] Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2015. Deep Residual\n    Learning for Image Recognition. In Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR). \n    [https://github.com/KaimingHe/deep-residual-networks](https://github.com/KaimingHe/deep-residual-networks)\n- <i id=3></i>[3] [Applications - Keras Documentation](https://keras.io/ja/applications/#resnet50)\n- <i id=4></i>[4] Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jon Shlens, and Zbigniew Wojna. 2016.\n    Rethinking the Inception Architecture for Computer Vision. In Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR).\n","maintainers":[{"email":"y.kikura@gmail.com","name":"kikurage"},{"email":"hidaka@mi.t.u-tokyo.ac.jp","name":"mhidaka"}],"time":{"modified":"2022-06-28T23:15:12.455Z","created":"2018-01-31T07:12:23.764Z","1.2.0":"2018-01-31T07:12:23.764Z","1.2.2":"2018-02-06T10:28:56.003Z","1.2.3":"2018-04-04T14:11:06.683Z","1.2.4":"2018-05-06T08:20:58.167Z","1.2.5":"2018-05-24T08:36:12.641Z","1.2.6":"2018-08-22T02:10:29.458Z","1.2.7":"2018-11-19T02:24:26.791Z","1.2.8":"2019-04-03T08:20:29.736Z","1.2.9":"2019-06-28T10:07:20.781Z","1.2.10":"2019-06-28T10:16:18.444Z","1.2.11":"2020-01-17T04:43:55.627Z"},"homepage":"https://mil-tokyo.github.io/webdnn/","repository":{"type":"git","url":"git+https://github.com/mil-tokyo/webdnn.git"},"contributors":[{"name":"Masatoshi Hidaka","email":"hidaka@mi.t.u-tokyo.ac.jp","url":"https://milhidaka.github.io/"},{"name":"Yuichiro Kikura","email":"kikura@mi.t.u-tokyo.ac.jp","url":"https://github.com/Kiikurage"}],"author":{"name":"Yuichiro Kikura","email":"kikura@mi.t.u-tokyo.ac.jp","url":"https://github.com/Kiikurage"},"bugs":{"url":"https://github.com/mil-tokyo/webdnn/issues"},"license":"MIT","readmeFilename":"README.md","keywords":["deep-neural-networks","accelerate","optimization","javascript","webgpu"]}