Machine Learning SOTA and Model Zoo

Machine Learning SOTA and Model Zoo

List of SOTA

• State of the Art AI

• Gradio Hub

  • Sketch Recognition
  • Painting Generator (StyleGAN)
  • Pose Estimation
  • Colorize Photos (DeOldify)
  • Identifying Skin Cancer
  • Emotion Classification
  • MobileNet vs. InceptionNet
• Papers with Code SOTA
• AI Hub by Google

Model Zoo

• Model Zoo Machine Learning Playground
• Cloud Blobcity : GitHub Data Science projects repository, executable in 1 click
• CKnowledge Find portable workflows, reusable artifacts and automation actions for deep tech (AI, ML, quantum, systems...), ML architecture comparison
• Gradio
• Gradio Spaces
• black0017/MedicalZooPytorch: A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
• CatalyzeX : Discover AI models & code to catalyze your projects

Report about AI Progress

• State of AI
• AI Index
• EFF AI Metrics

Specific SOTA

• SOTA for Music Separation
• State-of-the-Art Image Generative Models–Aran Komatsuzaki

Machine Learning Review

• Best deep CNN architectures and their principles: from AlexNet to EfficientNet - AI Summer