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Home Common Problem What AI tools will be used?

What AI tools will be used?

Nov 29, 2024 am 07:13 AM
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AI tool list: Image processing and recognition: Photoshop, GIMP, Object Detection API, Face API Natural language processing: Google Translate, GPT-3, NLTK, spaCy Machine learning and prediction: TensorFlow, Scikit-learn, Keras, XGBoost data analysis: Power BI, Tableau, R, Pandas Computer vision: OpenCV, YOLO, FastAI, MATLAB Speech recognition and synthesis: Google Speech-to-Text, Amazon P Intelligence (AI) has become an important force driving various industries. This article will provide a comprehensive list of AI tools covering a wide range of application areas.

Image Processing and RecognitionWhat AI tools will be used?

Photoshop

: line of image editing and processing Industry Standard

GIMP: Free and Open Source Photoshop Alternative

    Object Detection API
  • : API to identify objects in images
  • Face API
  • : Detect and analyze faces in images
  • Natural Language Processing
  • Google Translate: Machine translation service

GPT-3: Artificial intelligence language model that generates human-like text

    Natural Language Toolkit (NLTK)
  • : A Python library for natural language processing
  • spaCy
  • : Another Python library for natural language processing
  • Machine Learning and Prediction
  • TensorFlow: Google open source machine learning library

Scikit-learn: Python machine learning library

    Keras
  • : High-level API for building neural networks
  • BI
  • : Microsoft data visualization and analysis platform
  • Tableau
  • : Popular data visualization and analysis software
  • R
  • : Statistical programming language and Environment
  • Python Pandas
: Python library for data manipulation and analysis

Computer Vision
  • OpenCV
  • : Computer vision library for image processing and analysis
  • YOLO
  • : Real-time target detection algorithm Method
  • FastAI
  • : Deep learning framework, focusing on computer vision
  • MATLAB
: Programming languages ??and environments for computer vision

Speech recognition and synthesis
  • Google Speech-to-Text
  • : Speech Recognition API
  • Amazon Polly
  • : speech synthesis service
  • Kaldi
  • : open source speech recognition toolkit
  • WaveNet
: deep neural network for generating natural speech

Others
    • IBM Watson: cognitive computing platform, providing a range of AI services
    • Microsoft Azure Machine Learning: cloud-hosted machine learning service
    • AWS SageMaker: Machine learning development and deployment platform provided by AWS
    • BigQuery ML: Machine learning service on Google Cloud Platform

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