获取关键图片数据

先写一个爬虫程序在Ins上扒下来1000多张ici的照片，具体的爬虫程序不在这里赘述

Illustration

在这1000多cici照片集中混入其他名人，例如angelina_jolie，avril_lavigne，barack_obama等名人照片。

构建分析工作流，Celebrity Detection Using Alex Net

Celebrity Recognition Using AlexNet

This wokflow shows an example of image classification of celebrity faces using AlexNet.
Note: Due to the size of the network, this workflow has a very long execution time.

Workflow Requirements

KNIME Analytics Platform 3.3.0
KNIME Deeplearning4J Integration
Deeplearning4J Integration - Image Processing (Needs to be installed separately from the KNIP Stable Community

Illustration

其中包括 30 nodes(s):

  • IconConvolution Layer (5) Other
  • IconPooling Layer (3) Other
  • IconImage Viewer (2)
  • IconLRN Layer (2) Other
  • IconDense Layer (2) Other
  • IconScorer (1) Other
  • IconShuffle (1) Manipulator
  • IconProjector (1)
  • IconList Files (1) Source
  • IconJoiner (1) Manipulator
  • IconJava Snippet (1) ManipulatorStreamable
  • IconImage Resizer (1)
  • IconImage Reader (Table) (1)
  • IconImage Normalizer (1)
  • IconImage Converter (1)
  • IconImage Calculator (1)
  • IconFeature Calculator (BETA) (1) Manipulator
  • IconPartitioning (1) Manipulator
  • IconDL4J Feedforward Predictor (Classification) (1) Predictor
  • IconDL4J Feedforward Learner (Classification) (1) Learner
  • IconDL4J Model Initializer (1) Other