weiaicunzai/awesome-image-classification resource

Health v2 · maintenance only

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3064 stars · 603 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated awesome-list of deep learning image classification papers and code repositories since 2014, with an ImageNet accuracy performance table. It serves as a learning roadmap for beginners entering computer vision.

Use cases

• find papers on image classification architectures
• learn deep learning for computer vision from scratch
• compare ImageNet accuracy of ConvNet models
• find code implementations of classification networks
• decide which CNN paper to read first

When to choose

• starting to learn image classification and deep learning
• looking for a chronological survey of classification architectures
• wanting links to papers plus their code

When to avoid

• needing a runnable library or tool
• seeking state-of-the-art results after 2022
• working on tasks other than image classification

Facets

learning-resource · maturity maintenance

deep-learning computer-vision documentation deep-learning computer-vision image-processing tutorials awesome-lists cross-platform awesome-list image-classification papers curated-list imagenet convnets

Member repositories

For agents

markdown · JSON · MCP: product_card(name="weiaicunzai/awesome-image-classification")