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Field Model Supervised algorithms descriptions
Image
Processing
Image classification supervised ResNet Image classification
Object Detection supervised SSD (Single Shot multibox
Detector)
Detect multiple images with
labeled bounding box
Semantic
Segmentation
supervised FCN, PSP, DeepLabV3
(ResNet50, ResNet101)
Detection of object region in
image in pixel unit
NLP seq2seq supervised Deep LSTM Text summaryvoice
recognition
Neural Topic Model unsupervised NTM, LDA Structuring text data
Blazing text unsupervised Word2Vec Sentiment analysis
supervised Text Classification Text mining
Object2Vec supervised Genelized Word2Vec Classification,
recommendation
5JNFTFSJFT DeepAR
Forecasting
supervised Autoregressive RNN Stochastic time series
forecasting
"OPNBMZ
EFUFDUJPO
IP Insights unsupervised NN Detection of malicious IP
address
_%FFQMFBSOJOHNPEFMT_
SageMaker build-in algorithms
https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html