What can Am I balding? do?

hair-loss-severity-assessment, private-local-image-processing, instant-preliminary-screening

Am I balding?

Web AppFree

Instant, private AI hair loss...

Best for:Health-conscious individuals experiencing minor hair shedding concerns who want a quick preliminary reality-check before deciding whether to pursue professional dermatological evaluation.

/ 100

3 capabilities

Best for: hair-loss-severity-assessment, private-local-image-processing, instant-preliminary-screening
Type: Web App · Free
Score: 35/100
Best alternative: Parallel

Capabilities3 decomposed

hair-loss-severity-assessment

Medium confidence

Analyzes uploaded photos of hair and scalp to estimate the degree of hair loss on a severity scale. Uses computer vision to detect patterns of thinning, recession, or baldness across different areas of the scalp.

Solves for

I want to know if I'm actually losing hair or if it's just my perceptionI need a quick assessment of how bad my hair loss is right nowI want to compare my current hair loss severity to common patterns

Best for

individuals experiencing early-stage hair loss concerns

people seeking preliminary self-assessment before dermatology consultation

users wanting quick feedback without medical appointment delays

Requires

clear, well-lit photo of scalp/hair area

modern web browser with image upload capability

JavaScript enabled for local processing

Limitations

AI classification has high false positive and false negative rates

cannot distinguish between different types of hair loss (androgenetic, telogen effluvium, alopecia areata, etc.)

accuracy varies based on photo quality, lighting, and angle

private-local-image-processing

Medium confidence

Processes hair loss analysis entirely on the user's device without uploading images to external servers or storing data. Ensures complete privacy by keeping sensitive scalp/hair imagery local to the browser.

Solves for

I want to analyze my hair loss without sharing photos with a company or cloud serviceI need assurance that my scalp images won't be stored, sold, or used for training dataI want instant results without worrying about data privacy implications

Best for

privacy-conscious users with health concerns

individuals uncomfortable sharing medical imagery online

users in regions with strict data protection regulations

Requires

modern web browser (Chrome, Firefox, Safari, Edge)

JavaScript enabled

sufficient device RAM and GPU for model inference

Limitations

requires modern browser with WebGL/GPU acceleration support

processing speed depends on device hardware capabilities

no cloud backup or historical record of analyses

instant-preliminary-screening

Medium confidence

Delivers immediate hair loss assessment results without requiring appointment scheduling, waiting periods, or professional consultation. Provides rapid feedback to help users decide next steps.

Solves for

I need a quick answer right now about whether I'm baldingI want to avoid waiting weeks for a dermatology appointmentI need preliminary information to decide if professional evaluation is necessary

Best for

users seeking quick preliminary reality-checks

individuals with time constraints or limited dermatology access

people wanting to self-assess before committing to professional care

Requires

clear photo of affected area

internet connection

web browser access

Limitations

cannot replace professional dermatological diagnosis

no follow-up guidance or actionable recommendations provided

results should not be used for treatment decisions

Capabilities are decomposed by AI analysis. Each maps to specific user intents and improves with match feedback.

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Best For

✓individuals experiencing early-stage hair loss concerns
✓people seeking preliminary self-assessment before dermatology consultation
✓users wanting quick feedback without medical appointment delays
✓privacy-conscious users with health concerns
✓individuals uncomfortable sharing medical imagery online
✓users in regions with strict data protection regulations
✓users seeking quick preliminary reality-checks
✓individuals with time constraints or limited dermatology access

Known Limitations

⚠AI classification has high false positive and false negative rates
⚠cannot distinguish between different types of hair loss (androgenetic, telogen effluvium, alopecia areata, etc.)
⚠accuracy varies based on photo quality, lighting, and angle
⚠cannot identify underlying medical or hormonal causes
⚠requires modern browser with WebGL/GPU acceleration support
⚠processing speed depends on device hardware capabilities

Requirements

clear, well-lit photo of scalp/hair areamodern web browser with image upload capabilityJavaScript enabled for local processingmodern web browser (Chrome, Firefox, Safari, Edge)JavaScript enabledsufficient device RAM and GPU for model inferenceclear photo of affected areainternet connection

Input / Output

Accepts: image/jpeg, image/png, image/webp

Produces: severity classification (e.g., minimal, moderate, significant), confidence score or probability estimate, local processing confirmation, analysis result (no data transmission logs), severity assessment, confidence metric, instant text result

UnfragileRank

Adoption28%(25% weight)

Quality58%(25% weight)

Ecosystem15%(10% weight)

Match Graph25%(35% weight)

Freshness60%(5% weight)

UnfragileRank is computed from adoption signals, documentation quality, ecosystem connectivity, match graph feedback, and freshness. No artifact can pay for a higher rank.