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移动端AI与ML应用开发:基于iOS和Android
book

移动端AI与ML应用开发:基于iOS和Android

by Laurence Moroney
January 2023
Intermediate to advanced
288 pages
6h 6m
Chinese
China Machine Press
Content preview from 移动端AI与ML应用开发:基于iOS和Android
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12
imageClassifier = ImageClassifier.createFromFileAndOptions(modelFile, options)
modelReady = true
runOnUiThread { Toast.makeText(this, "Model is now ready!",
Toast.LENGTH_SHORT).show() }
}
回调返回一个
CustomModel
的实例,称为模型,可以传递给
ImageClassifier
createFromFileAndOptions
来实例化模型。为了使以后的编码更容易,我们使用只返
回一个结果的选项。完成此操作后,模型就准备就绪了,我们可以使用它进行推理。
使用任务 API 进行推理非常简单。我们将图像转换为
TensorImage
,并将其传递给
imageClassifier
classify
方法。它将返回一组结果,其中的第一个条目将包含我
们的答案,我们可以从中提取标签和分数:
override fun onClick(view: View?) {
var outp:String = ""
if(modelReady){
val bitmap = ((view as ImageView).drawable as
BitmapDrawable).bitmap
val image = TensorImage.fromBitmap(bitmap)
val results:List<Classifications> ...
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Publisher Resources

ISBN: 9787111713081