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