Apple create ML

overview

create ML swift and macOS playgrounds . to . train custom machine learning models;

Create ML

TensorFlow Lite

Image classification

Note: Image classification can only tell you the probability that an image represents one or more of the classes that the model was trained on. It cannot tell you the position or identity of objects within the image. If you need to identify objects and their positions within images, you should use an object detection model.

object detection

• position
• identity

choose Model

性能、精度、大小、結(jié)構(gòu)
performance
Accuracy
size
Architecture

For Android && iOS

examples git

Objc

1. run workspace
2. change model with (.tflite .txt)

語義分割

Segmentation

1. Deep Convolutional Neural Networks.
   

移動端深度學(xué)習(xí)SDK

百度 MDL
騰訊 NCNN

只支持Caffe框架生成的模型文件。