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TensorflowAS

AS3.0 version of tensorflow.js

突然有个大胆的想法,想要翻译一版tensorflow

机器学习是未来不可逆的大趋势,还是得好好学习才行

目前打算两步走战略

经实践,发现得插入当前在走的第0步,那就是先把几个好玩的库先搞个AS能跑的Demo运行看看

看看能不能先搞出点好玩的东西,先在应用层玩,应用层玩熟了再去搞底层的东西

0.1.PoseNet demo 可运行

0.2.FaceAPI demo 可运行

0.3.webcam-transfer-learning demo 可运行

第一步:

生成as版的语法提示,目的是能在as3项目中使用tensorflow.js的api

这一步打算用python抓取官方文档,分析文档内容自动生成as3代码提示类

状态:

1.初步版本已经完成

2.现在类的继承关系还没处理,原因是官方文档中的类是不全的,需要手动加一些没有的类才能在加入继承关系之后不报错,下一步打算补全类然后加上继承

2.1.加上了继承,但是又发现新的坑了,文档里的方法不全,Tensor类的好多方法文档里没写,要做好这个提示得搞个TS文件提取描述的程序,又是工作量啊!!

2.2.其实解析TS文件我是拒绝的,在犹豫这个到底还做不做了

3.as3现在最大的缺陷是,不能优雅的写await,单纯的用Promise方式写代码感觉很丑

第二步:

考虑是不是真的要翻译一版,目的是了解tensorflow.js的实现细节

如果这一步真的做了就会对tensorflow的底层有个细致的了解,是成为引擎级的玩家的必经之路

这一步不一定会走,待定

前一阵子也粗略的看了一下ts版本的代码,感觉好多语法as真的无能为力,而且ts代码的代码结构也没有as那么清晰

想要真的翻译一版感觉有点不靠谱,所以还是只做个代码提示算了,不翻译了

另外:

打算看看是不是能做个tensorflow的图像化编辑器,毕竟这是现在的老本行

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