22. Cognitive Services
22
Decision Language Speech Vision Web Search
Bing SearchComputer Vision
Custom Vision
Face
Form Recognizer
Video Indexer
Speech to Text
Text to Speech
Speech Translation
Speaker Recognition
Immersive Reader
Language
Understanding
QnA Maker
Text Analytics
Translator Text
Anomaly Detector
Content Moderator
Personalizer
Metrics Advizor
↑
Marcketplace
から作成
27. Dockerfile
FROM python:3.7-slim
RUN pip install -U pip
RUN pip install --no-cache-dir numpy~=1.17.5 tensorflow~=2.0.2 flask~=1.1.2 pillow~=7.2.0
COPY app /app
# By default, we run manual image resizing to maintain parity with CVS webservice prediction results.
# If parity is not required, you can enable faster image resizing by uncommenting the following lines.
# RUN apt-get update && apt-get install -y --no-install-recommends libglib2.0-bin
# RUN pip install opencv-python-headless
# Expose the port
EXPOSE 80
# Set the working directory
WORKDIR /app
# Run the flask server for the endpoints
CMD python -u app.py
32. Kubernetes
managed
services
Google Kubernetes Engine
Azure Kubernetes Service
Amazon Elastic Container Service for Kubernetes
IBM Cloud Kubernetes Service
Alibaba Cloud Container Service for Kubernetes
Rancher
NetApp Kubernetes Service