Labelme vs QOVES

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-08-23
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At a glance

DimensionLabelmeQOVES
PricingFree open-source; paid versions: $29 (Starter), $49 (Pro), $149 (Lifetime)$25 per analysis (no subscription)
Best ForOffline image annotation & computer visionNon-surgical facial improvement seekers
Key FeaturesPolygon/rectangle/point annotation, AI-assisted with SAM2/YOLO-World, multi-gigapixel TIFF support, CLI toolkit160+ beauty markers, personalized glow-up plan, research-backed recommendations
AI CapabilitiesAI annotation with SAM3, EfficientSAM, YOLO-World, text-to-annotation, duplicate suppressionAI facial analysis with ethnic and lifestyle adaptation
Latest NewsYOLO-OBB export (v0.3.0), crash fixes, duplicate suppression, oriented rectangle shapes (May-June 2026)Checkout redesign, faster page loads, research internship closed (June 2026)
PlatformDesktop app (Windows/Mac/Linux) with free and paid versionsWeb-based (paid analysis per use)

If you want a science-backed, non-surgical glow-up plan based on your facial biometrics, QOVES is your choice—it's a one-time analysis with detailed recommendations. If you need a private, offline image annotation tool for computer vision datasets with AI assistance, Labelme is the clear winner—it offers a free open-source version plus affordable one-time paid options. These tools serve entirely different purposes, so your decision depends on whether you're improving your face or labeling images.

Labelme
Labelme

Offline AI image annotation with SAM2 & SAM3, one-time price, no subscription

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QOVES
QOVES

AI facial analysis for a personalized non-surgical glow-up plan, grounded in science

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Pricing
Freemium
Paid
Plans
$0
$49 USD one-time
$79 USD one-time
$249 USD one-time
$1,249 USD one-time
$149 one-time
Popularity
14 views
6.5k views
Skill Level
Intermediate
Beginner-friendly
API Available
Platforms
DesktopCLI
Web
Categories
👁️ Computer Vision🏷️ Data Labeling & Training Data
👁️ Computer Vision🌤️ Everyday Life
Features
Offline AI annotation with SAM2, SAM3, YOLO-World (no internet/API)
Click-to-segment: one-click polygon or mask via EfficientSAM, SAM1, SAM2
Text-prompt annotation: type 'person, shoe, bus' to auto-annotate
Shape types: polygon, rectangle, circle, line, point, oriented rectangle
Annotate past edge of image (beta preview)
On-canvas label display (beta preview)
Multi-gigapixel and float32 GeoTIFF support
Dark mode and system theme (v7.0)
Settings dialog with live updates (v7.0)
14 languages including English, 中文, Français, 日本語, etc.
YOLO-OBB export/import via Toolkit (v0.3.0)
Batch processing and automation via CLI Toolkit
Image classification flags (cat: true/false)
Multi-select labels with range-select and hide/show
AI output shapes: polygon, mask, rectangle, oriented rectangle, circle
160+ beauty marker analysis
Facial harmony assessment
Feature-by-feature scores
Visual projection of best-looking self
Personalized non-surgical glow-up protocol
Research-backed recommendations with citations
Ethnic background consideration
Lifestyle factors analysis (diet, stress, sleep)
Natural aging pattern adjustment
Cultural beauty standards adaptation
Detailed nose and jaw angle measurements (Insights articles)
Zoomable images in Insights articles
Redesigned Insights tables and related-articles layout
Smoother mobile checkout for add-ons
Claims 50,000+ users

Who should pick which

  • Solo founder building a computer vision dataset
    Pick: Labelme

    Labelme's free open-source version provides polygon, rectangle, and circle annotation with AI assistance (SAM2, YOLO-World) offline, perfect for private dataset creation without recurring costs.

  • Self-improvement enthusiast wanting a science-backed glow-up
    Pick: QOVES

    QOVES offers a personalized, research-backed analysis of 160+ facial markers, considering ethnicity, lifestyle, and aging—ideal for non-surgical improvements with citations.

  • Medical researcher annotating CT scans (regulated industry)
    Pick: Labelme

    Labelme runs completely offline with multi-gigapixel/TIFF support (v6.0) and AI annotation, ensuring data sovereignty. One-time Pro ($49) purchase avoids cloud compliance issues.

  • Beauty blogger reviewing non-invasive facial changes
    Pick: QOVES

    QOVES provides objective facial biometrics (jaw angle, lip texture, eye measurements) and visual projections of 'best self,' ideal for content creation backed by data.

  • AI engineer training YOLOv8-OBB for satellite imagery
    Pick: Labelme

    Labelme supports oriented rectangle shapes (v6.2) and now exports YOLO-OBB (Toolkit v0.3.0), plus handles large TIFF images—perfect for rotated bounding box datasets.

Frequently Asked Questions

Labelme vs QOVES: which should you choose?

If you want a science-backed, non-surgical glow-up plan based on your facial biometrics, QOVES is your choice—it's a one-time analysis with detailed recommendations. If you need a private, offline image annotation tool for computer vision datasets with AI assistance, Labelme is the clear winner—it offers a free open-source version plus affordable one-time paid options. These tools serve entirely different purposes, so your decision depends on whether you're improving your face or labeling images.

Does QOVES require a subscription?

No, QOVES is a one-time $25 purchase per analysis—no subscription needed.

Can I use Labelme for free?

Yes, the open-source version is free for manual annotation. Paid versions ($29-$149) add standalone app and AI features.

Which tool uses AI?

Both use AI: QOVES for facial analysis (160+ markers), Labelme for annotation assistance (SAM2, YOLO-World, etc.).

Does QOVES provide surgical recommendations?

No, QOVES explicitly avoids surgical suggestions and offers only non-surgical glow-up protocols.

Does Labelme work offline?

Yes, Labelme runs entirely on your machine after download—no internet required for annotation or AI models.

Can I export from Labelme to YOLO formats?

Yes, Labelme exports to YOLO, VOC, YOLO-OBB (via Pro Toolkit v0.3.0), and more.

Is QOVES analysis one-time or multiple?

One-time per payment, but you can purchase multiple analyses if desired.

What's the latest feature in Labelme?

As of June 2026, Labelme added YOLO-OBB export (v0.3.0), crash fixes in v6.3.1, and duplicate suppression in v6.3.

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Last reviewed: July 3, 2026