Comparison
AI-Basketball-Referee vs Amphion
Verdict
Pick AI-Basketball-Referee when tags unique to AI-Basketball-Referee: object-detection, ai, yolov8, basketball; pick Amphion when tags unique to Amphion: audioldm, audio-synthesis, audio-generation, emilia.
Markdown twin · AI-Basketball-Referee alternatives · Amphion alternatives
GraphCanon updated today
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Trust & integrity
| Signal | AI-Basketball-Referee | Amphion |
|---|---|---|
| Maintenance | Dormant (817d since push) As of today · github_public_v1 | Slowing (107d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- AI-Basketball-Referee
- AI Basketball Referee
- Amphion
- Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio,
Stars
- AI-Basketball-Referee
- 359
- Amphion
- 9.9k
Forks
- AI-Basketball-Referee
- 68
- Amphion
- 822
Open issues
- AI-Basketball-Referee
- 1
- Amphion
- 175
Language
- AI-Basketball-Referee
- Python
- Amphion
- Python
Adopt for
- AI-Basketball-Referee
- AI-Basketball-Referee is a computer vision system that uses YOLO for basketball detection and pose estimation to improve referee accuracy in real-time by detecting travels and double dribbles with precision.
- Amphion
- -
Persona
- AI-Basketball-Referee
- -
- Amphion
- -
Runtime
- AI-Basketball-Referee
- -
- Amphion
- -
License
- AI-Basketball-Referee
- -
- Amphion
- MIT
Last pushed
- AI-Basketball-Referee
- Apr 14, 2024
- Amphion
- Mar 25, 2026
Categories
- AI-Basketball-Referee
- Computer Vision
- Amphion
- Inference & Serving, Speech & Audio, Computer Vision
Trust and health
Maintenance
- AI-Basketball-Referee
- Dormant (18%)
- Amphion
- Slowing (36%)
Days since push
- AI-Basketball-Referee
- 817d
- Amphion
- 107d
Open issues (now)
- AI-Basketball-Referee
- 1
- Amphion
- 175
Owner type
- AI-Basketball-Referee
- User
- Amphion
- Organization
Full report
- AI-Basketball-Referee
- Trust report
- Amphion
- Trust report
Choose AI-Basketball-Referee if…
- Tags unique to AI-Basketball-Referee: object-detection, ai, yolov8, basketball.
- When needing precise and automated travel and double dribble detections during live games to enhance fairness.
- Leaner open-issue backlog (1).
When NOT to use AI-Basketball-Referee
- If the system needs to run without real-time feedback capabilities, as AI-Basketball-Referee heavily relies on providing immediate detection of violations during gameplay.
- In scenarios prioritizing low-cost solutions, given its dependency on a custom YOLO model and extensive labeled data set for accurate detections.
Choose Amphion if…
- Tags unique to Amphion: audioldm, audio-synthesis, audio-generation, emilia.
- Also covers Inference & Serving, Speech & Audio.
- Amphion ships Docker support for self-hosted deployment.
When NOT to use Amphion
- Last GitHub push was 108 days ago (slowing maintenance, Mar 25, 2026). Validate activity before betting a new project on Amphion.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ayushpai/AI-Basketball-Referee) · observed Jul 11, 2026
- GitHub forks (ayushpai/AI-Basketball-Referee) · observed Jul 11, 2026
- Last push (ayushpai/AI-Basketball-Referee) · observed Apr 14, 2024
- License file (unknown) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (open-mmlab/Amphion) · observed Jul 11, 2026
- GitHub forks (open-mmlab/Amphion) · observed Jul 11, 2026
- Last push (open-mmlab/Amphion) · observed Mar 25, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AI-Basketball-Referee 359 · Amphion 9.9k (synced Jul 11, 2026).
Common questions
- What is the difference between AI-Basketball-Referee and Amphion?
- AI-Basketball-Referee: AI Basketball Referee. Amphion: Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, . See the comparison table for live GitHub stats and shared categories.
- When should I choose AI-Basketball-Referee over Amphion?
- Choose AI-Basketball-Referee over Amphion when Tags unique to AI-Basketball-Referee: object-detection, ai, yolov8, basketball; When needing precise and automated travel and double dribble detections during live games to enhance fairness; Leaner open-issue backlog (1).
- When should I choose Amphion over AI-Basketball-Referee?
- Choose Amphion over AI-Basketball-Referee when Tags unique to Amphion: audioldm, audio-synthesis, audio-generation, emilia; Also covers Inference & Serving, Speech & Audio; Amphion ships Docker support for self-hosted deployment.
- When should I avoid AI-Basketball-Referee?
- If the system needs to run without real-time feedback capabilities, as AI-Basketball-Referee heavily relies on providing immediate detection of violations during gameplay. In scenarios prioritizing low-cost solutions, given its dependency on a custom YOLO model and extensive labeled data set for accurate detections.
- When should I avoid Amphion?
- Last GitHub push was 108 days ago (slowing maintenance, Mar 25, 2026). Validate activity before betting a new project on Amphion. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Is AI-Basketball-Referee or Amphion more popular on GitHub?
- Amphion has more GitHub stars (9,927 vs 359). Stars measure visibility, not whether either tool fits your constraints.
- Are AI-Basketball-Referee and Amphion open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to AI-Basketball-Referee or Amphion?
- GraphCanon lists graph-backed alternatives at AI-Basketball-Referee alternatives and Amphion alternatives (AI-Basketball-Referee markdown twin, Amphion markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, AI-Basketball-Referee or Amphion?
- AI-Basketball-Referee: Dormant. Amphion: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for AI-Basketball-Referee and Amphion?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AI-Basketball-Referee trust report; Amphion trust report.