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Detect Everything

YOLO26 AI detection with Solana on-chain proof

4.0 Store rating · 172 reviewsZHEN LONG
App Signal Score7/10
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Detect Everything is worth watching because its Store description highlights privacy or security positioning, AI or agent automation, and Seeker or mobile-first fit and visible review snippets mention privacy or security positioning, community or social loops, and AI or agent automation.
Product context

Description

DetectEverything offers real-time detection powered by YOLO26, supporting 80 COCO categories. Objects outside these 80 categories may not be recognized accurately. Detection results can be recorded on Solana blockchain via Memo Program. Privacy-first: Images are processed locally, only detection metadata goes on-chain.

Product view

Screenshots

4 assets
Radar assessment

Why this score

7/10
  • Strong Store listing
  • Trust and permission coverage
  • Early review traction
  • Basic utility signal
  • Official public proof

Scores reflect listing quality, trust coverage, utility, public proof, and Store traction. Recency does not add points.

Read the scoring methodology
Community signalNo ratings yet
What to watch

Signals

  • Store description themes: privacy or security positioning, AI or agent automation, and Seeker or mobile-first fit
  • Reviewer note: "Detect Everything combines YOLO object detection with Solana on-chain proofs, enabling local AI image analysi..."
  • Reviewer note: "Really smooth app, the AI recognition works fast and saving proofs on-chain is super convenient."
  • Review mix: 74% 4-5 star and 6% 1-2 star
  • Release-note focus: bug fixes or compatibility work, security or privacy changes, and new feature support
  • Store media: 4 screenshots and banner
  • APK metadata: 34 MB with SHA-256 hash
  • Publisher: ZHEN LONG; 3 website/contact links
  • 3 policy/legal links captured
Radar follow-up

Next check

Review Detect Everything's Android permissions on-device and note why sensitive access is needed.

Public listing should be verified on-device before signing or depositing funds.
Catalog evidence

Source

Solana Mobile dApp Store GraphQL scrape, May 22, 2026

Open source
Version 1.2

Release notes

  • AI vision upgrade: no longer limited to 80 object categories
  • now identifies virtually any object in the real world
  • Tiered AI: starts with the vLLM model, auto-upgrades only when needed
  • Added Solana RPC failover nodes for more reliable on-chain transactions
  • Detection results can be recorded on-chain via Memo Program with one tap
  • Privacy-first: images stay on your device, only detection metadata goes on-chain
Official channels

Publisher links

WebsitePrivacyLicenseSupportGithubhigh
Store package

Technical metadata

Package
com.example.yolo26ncnn
Version
1.2 (3)
Minimum Android SDK
24
Languages
1
First seen
May 22, 2026
Android permissionsPermission review7 permissions
android.permission.READ_EXTERNAL_STORAGEandroid.permission.READ_MEDIA_IMAGESandroid.permission.CAMERAandroid.permission.INTERNETandroid.permission.REORDER_TASKScom.example.yolo26ncnn.DYNAMIC_RECEIVER_NOT_EXPORTED_PERMISSIONandroid.permission.ACCESS_NETWORK_STATE
Store feedback

Recent reviews

Detect Everything combines YOLO object detection with Solana on-chain proofs, enabling local AI image analysis and recording detection metadata on-chain. The privacy-focused approach is interesting, but its practical value depends on detection accuracy, supported use cases, and real demand for blockchain-based verification.

stevenhuhu.skr

Really smooth app, the AI recognition works fast and saving proofs on-chain is super convenient.

evgeniylev.skr

A friend recommended it and said it was good

Store reviewer
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