gjy3035/Awesome-Crowd-Counting resource

Health v2 · maintenance only

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Adoption not part of the score

2611 stars · 483 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of resources for crowd counting research, including papers, datasets, leaderboards, challenges, and related code repositories. It serves as a reference hub for the computer vision subfield of estimating people counts in images.

Use cases

• find datasets for crowd counting research
• survey state-of-the-art crowd counting papers
• compare crowd counting model performance on leaderboards
• find open-source crowd counting code frameworks
• track crowd counting challenges and benchmarks
• learn about pedestrian density estimation

When to choose

• starting research on crowd counting or crowd analysis
• looking for benchmark datasets like NWPU-Crowd or JHU-CROWD++
• needing a curated reading list of crowd counting literature

When to avoid

• needing a ready-to-run counting model or library
• general object detection or people tracking outside crowd counting
• production deployment of crowd analysis systems

Facets

learning-resource · maturity active

computer-vision machine-learning computer-vision machine-learning awesome-lists cross-platform awesome-list crowd-counting papers datasets leaderboard research

Member repositories

For agents

markdown · JSON · MCP: product_card(name="gjy3035/Awesome-Crowd-Counting")