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  • user-hairAbout me
  • Miscellaneous
    • face-zipperIntroduction
  • Machine Learning
    • file-csvTabular Data
    • folder-imageComputer Vision (CNN-based)
      • [Hands-on] Fast Training ImageNet on on-demand EC2 GPU instances with Horovod
      • R-CNN(Regions with Convolutional Neuron Networks)
      • Fast R-CNN
      • Faster R-CNN
      • Mask R-CNN
      • YOLO (You Only Look Once)
      • YOLO v2(YOLO 9000) Better, Faster, Stronger
      • YOLO v3
      • SSD (Single Shot Multibox Detector)
      • Data Augmentation Tips
    • folder-imageComputer Vision (Transformer-based)
    • languageNatural Language Processing
    • rectangle-adRecommendation System
    • square-arrow-rightReinforcement Learning
    • tablet-screen-buttonIoT on AWS
    • chart-networkDistributed Training
    • product-huntDeployment
  • AWS AIML
    • rectangle-adAmazon Personalize
    • cloud-binaryAmazon Bedrock AgentCore
    • helicopter-symbolCustomer Support
  • GenAI
    • piTheory
    • databaseSynthetic Data
    • blenderMoE (Mixture-of-Experts)
    • arrow-progressOpen Source SLM-Based Hybrid Agent AI Architecture
    • radioFine-tuning
    • vial-circle-checkLLM Evaluation
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  1. Machine Learning

folder-imageComputer Vision (CNN-based)

[Hands-on] Fast Training ImageNet on on-demand EC2 GPU instances with Horovodchevron-rightR-CNN(Regions with Convolutional Neuron Networks)chevron-rightFast R-CNNchevron-rightFaster R-CNNchevron-rightMask R-CNNchevron-rightYOLO (You Only Look Once)chevron-rightYOLO v2(YOLO 9000) Better, Faster, Strongerchevron-rightYOLO v3chevron-rightSSD (Single Shot Multibox Detector)chevron-rightData Augmentation Tipschevron-right
PreviousRBF(Radial Basis Function)-based Approachchevron-leftNext[Hands-on] Fast Training ImageNet on on-demand EC2 GPU instances with Horovodchevron-right

Last updated 4 years ago