# Kahma

> AI Headshots

AI Headshots

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## Start here
- [Blog](https://kahma.io/blog/index.md): recent headlines
- [Knowledge Base](https://kahma.io/knowledge/index.md): recent answers
- [Tools](https://kahma.io/tools/): free client-side workflow tool for this site
- [Tool manifest](https://kahma.io/tools/manifest.json): machine-readable tool spec (future ChatGPT Action / MCP)
- [About](https://kahma.io/about/): who operates this site
- [RSS](https://kahma.io/rss.xml): machine feed of recent posts
- [Sitemap](https://kahma.io/sitemap.xml): full URL list
- [llms.txt](https://kahma.io/llms.txt): shorter index

## Recent articles
- [Topaz Photo AI vs Adobe Super Resolution for Headshots 2026: 2× Upscaling vs Face Recovery](https://kahma.io/blog/topaz-photo-ai-vs-adobe-super-resolution-for-headshots-2026-2-upscaling-vs-face-recovery.php/index.md)
- [NTK regime check: one CKA drift test before portrait fine-tuning](https://kahma.io/blog/ntk-regime-check-one-cka-drift-test-before-portrait-fine-tuning.php/index.md)
- [Passport photo compliance: how to benchmark face-landmark verifiers](https://kahma.io/blog/passport-photo-compliance-how-to-benchmark-face-landmark-verifiers.php/index.md)
- [AI Passport Photos Rejected: UN Aviation (ICAO) 9303 Fails 12% — Retouch, Not Retake](https://kahma.io/blog/ai-passport-photos-rejected-un-aviation-icao-9303-fails-12-retouch-not-retake.php/index.md)
- [TAAFI AND CASO ANNOUNCE 2018 ANIMATION/VFX JOB FAIR](https://kahma.io/blog/taafi-and-caso-announce-2018-animationvfx-job-fair.php/index.md)
- [How Blender Cycles renders fur shaders: 4K tabby cat with subsurface scattering](https://kahma.io/blog/how-blender-cycles-renders-fur-shaders-4k-tabby-cat-with-subsurface-scattering.php/index.md)
- [Stats and R is 2 years old!](https://kahma.io/blog/stats-and-r-is-2-years-old.php/index.md)
- [How to size passport photos: 1–1 ⅛ inches retouch vs verify for compliance](https://kahma.io/blog/how-to-size-passport-photos-11-inches-retouch-vs-verify-for-compliance.php/index.md)
- [Passport Photo Rejection: Check the First Failed Predicate, Not 354×413](https://kahma.io/blog/passport-photo-rejection-check-the-first-failed-predicate-not-354413.php/index.md)
- [Passport photo rejection: 34% fail in lab, regenerate vs retake](https://kahma.io/blog/passport-photo-rejection-34-fail-in-lab-regenerate-vs-retake.php/index.md)
- [Passport Photo Glare Fix: Remove vs Retouch Cuts 41% Rejections](https://kahma.io/blog/passport-photo-glare-fix-remove-vs-retouch-cuts-41-rejections.php/index.md)
- [Passport Photo Requirements 2026: 70-80% Face Height Retouch vs Reshoot](https://kahma.io/blog/passport-photo-requirements-2026-70-80-face-height-retouch-vs-reshoot.php/index.md)
- [My Gut Friend Explained: Verify 1 Editorial Title Before Buying](https://kahma.io/blog/my-gut-friend-explained-verify-1-editorial-title-before-buying.php/index.md)
- [Passport Photos Failing Checks: 2026 Standard 35% Reshoot vs Retouch](https://kahma.io/blog/passport-photos-failing-checks-2026-standard-35-reshoot-vs-retouch.php/index.md)
- [Passport photos fail test: 34% pass Passport Standard (ICAO 9303) 2026](https://kahma.io/blog/passport-photos-fail-test-34-pass-passport-standard-icao-9303-2026.php/index.md)
- [Passport Photos Rejected 2026: 12% Head Size Fix or Retake](https://kahma.io/blog/passport-photos-rejected-2026-12-head-size-fix-or-retake.php/index.md)
- [2026 AI Passport: 28% Rejected for Size in NIST FRVT 2025](https://kahma.io/blog/2026-ai-passport-28-rejected-for-size-in-nist-frvt-2025.php/index.md)
- [Browser Headshots: ONNX Runtime Web 5-Way Shootout 2026](https://kahma.io/blog/browser-headshots-onnx-runtime-web-5-way-shootout-2026.php/index.md)
- [Choosing an ArcFace Verifier: Thresholds 0.30 and 0.35](https://kahma.io/blog/choosing-an-arcface-verifier-thresholds-030-and-035.php/index.md)
- [ICAO 9303 Part 5: How Portrait Geometry Affects Verification](https://kahma.io/blog/icao-9303-part-5-how-portrait-geometry-affects-verification.php/index.md)
- [A2A Protocol Joins Agentic AI Foundation: 2026 Token Costs](https://kahma.io/blog/a2a-protocol-joins-agentic-ai-foundation-2026-token-costs.php/index.md)
- [AI Headshots vs ICAO 9303: Why FRVT Rejections Hit 15%](https://kahma.io/blog/ai-headshots-vs-icao-9303-why-frvt-rejections-hit-15.php/index.md)
- [2026 ISO 19794-5 LPI Metric: NIST Baseline & Adaptive Thresholds](https://kahma.io/blog/2026-iso-19794-5-lpi-metric-nist-baseline-adaptive-thresholds.php/index.md)
- [500 AI Headshots Tested: 61% Rejected by Face-Matching Engines](https://kahma.io/blog/500-ai-headshots-tested-61-rejected-by-face-matching-engines.php/index.md)
- [2026 ICAO Photo Audit: 900 of 1,200 AI Portraits Rejected](https://kahma.io/blog/2026-icao-photo-audit-900-of-1200-ai-portraits-rejected.php/index.md)
- [Do AI Headshots Pass LinkedIn? Inside a 30-Day Live Test](https://kahma.io/blog/do-ai-headshots-pass-linkedin-inside-a-30-day-live-test.php/index.md)
- [ResNet-50 Inference: Python vs Keras 3 for ID Verification](https://kahma.io/blog/resnet-50-inference-python-vs-keras-3-for-id-verification.php/index.md)
- [512px SDXL Headshots Pass USCIS APIGR: Translation Over Upscaling](https://kahma.io/blog/512px-sdxl-headshots-pass-uscis-apigr-translation-over-upscaling.php/index.md)
- [Python Beats R for Biometric Checks on Vertex AI: Latency & Cost](https://kahma.io/blog/python-beats-r-for-biometric-checks-on-vertex-ai-latency-cost.php/index.md)
- [2026 ICAO 9303: AI ID Photos Must Exceed 600x600 Pixels](https://kahma.io/blog/2026-icao-9303-ai-id-photos-must-exceed-600x600-pixels.php/index.md)
- [600x600 Passport Spec Breaks AI Headshots: 69% Retrain Threshold](https://kahma.io/blog/600x600-passport-spec-breaks-ai-headshots-69-retrain-threshold.php/index.md)
- [How AI Headshot Generators Are Reshaping Professional Branding](https://kahma.io/blog/how_ai_headshot_generators_are_reshaping_professional_branding.php/index.md)
- [How to Create Professional AI Headshots for LinkedIn](https://kahma.io/blog/how_to_create_professional_ai_headshots_for_linkedin.php/index.md)
- [2026 ICAO 9303: Diffusion Headshots Fail 70% Face-Height Fix](https://kahma.io/blog/2026-icao-9303-diffusion-headshots-fail-70-face-height-fix.php/index.md)
- [2026 AI Headshots Fail 1.125-1.375in Passport Rule: Manual Passes](https://kahma.io/blog/2026-ai-headshots-fail-1125-1375in-passport-rule-manual-passes.php/index.md)
- [AI Face Threshold: 0.85 and Choosing Your Headshot](https://kahma.io/blog/ai-face-threshold-085-and-choosing-your-headshot.php/index.md)
- [AI Headshots Fail e-Gates: ICAO 9303 Needs 50-69% Face-Width](https://kahma.io/blog/ai-headshots-fail-e-gates-icao-9303-needs-50-69-face-width.php/index.md)
- [2026 ICAO 9303 Head-Height Rule Breaks GANs, Diffusion Passes](https://kahma.io/blog/2026-icao-9303-head-height-rule-breaks-gans-diffusion-passes.php/index.md)
- [ICAO 9303 2026: AI Headshots 57% Fail Rate, Crop Fixes](https://kahma.io/blog/icao-9303-2026-ai-headshots-57-fail-rate-crop-fixes.php/index.md)
- [The AI Headshot Reality Check: A 2026 Guide to Professional Branding](https://kahma.io/blog/the_ai_headshot_reality_check_a_2026_guide_to_professional_branding.php/index.md)
- [TensorFlow 2: Benchmarks Don't Tell the Whole Story on Speed](https://kahma.io/blog/tensorflow-2-benchmarks-dont-tell-the-whole-story-on-speed.php/index.md)
- [ICAO 9303: AI Passport Photos Must Hit 70–80% Head Height](https://kahma.io/blog/icao-9303-ai-passport-photos-must-hit-7080-head-height.php/index.md)
- [FRVT 2020 Mask Study: 10% Accuracy Drop Reshapes Biometric Limits](https://kahma.io/blog/frvt-2020-mask-study-10-accuracy-drop-reshapes-biometric-limits.php/index.md)
- [How to Select a Reliable AI Headshot Generator for LinkedIn](https://kahma.io/blog/how_to_select_a_reliable_ai_headshot_generator_for_linkedin.php/index.md)
- [Spotting AI Headshots vs. Real Photos: A Profile Guide](https://kahma.io/blog/spotting_ai_headshots_vs_real_photos_a_profile_guide.php/index.md)
- [OpenAI's $100B Round: Compute, Pricing, and EU Fine](https://kahma.io/blog/openais-100b-round-compute-pricing-and-eu-fine.php/index.md)
- [Turn Selfies Into LinkedIn-Ready Headshots in Minutes](https://kahma.io/blog/turn_selfies_into_linkedin_ready_headshots_in_minutes.php/index.md)
- [Create a Professional AI Headshot for Your LinkedIn Profile](https://kahma.io/blog/create_a_professional_ai_headshot_for_your_linkedin_profile.php/index.md)
- [Comparing the Best AI Headshot Generators for LinkedIn Success](https://kahma.io/blog/comparing_the_best_ai_headshot_generators_for_linkedin_success.php/index.md)
- [A Step-by-Step Guide to Generating AI Headshots for LinkedIn](https://kahma.io/blog/a_step_by_step_guide_to_generating_ai_headshots_for_linkedin.php/index.md)
- [Beyond Still Images: How AI Video Is Evolving Professional Portraits](https://kahma.io/blog/beyond_still_images_how_ai_video_is_evolving_professional_portraits.php/index.md)
- [AI Headshot Generators: What to Look for in 2026](https://kahma.io/blog/ai_headshot_generators_what_to_look_for_in_2026.php/index.md)
- [The AI Headshot Strategy: Aligning Visual Style with Your Professional Brand](https://kahma.io/blog/the_ai_headshot_strategy_aligning_visual_style_with_your_professional_brand.php/index.md)
- [The Strategic Edge: Building a Personal Brand with AI Headshots](https://kahma.io/blog/the_strategic_edge_building_a_personal_brand_with_ai_headshots.php/index.md)
- [Understanding AI Bias in Your Professional Headshot Results](https://kahma.io/blog/understanding_ai_bias_in_your_professional_headshot_results.php/index.md)
- [The Definitive Guide to Choosing an AI Headshot Generator for LinkedIn](https://kahma.io/blog/the_definitive_guide_to_choosing_an_ai_headshot_generator_for_linkedin.php/index.md)
- [Free AI Headshot Tools for LinkedIn in 2026: What Actually Works](https://kahma.io/blog/free_ai_headshot_tools_for_linkedin_in_2026_what_actually_works.php/index.md)
- [Remaker AI Portrait Generator: Free Online Headshots in Seconds](https://kahma.io/blog/remaker_ai_portrait_generator_free_online_headshots_in_seconds.php/index.md)
- [Why Your LinkedIn Profile Needs an AI Headshot in 2026](https://kahma.io/blog/why_your_linkedin_profile_needs_an_ai_headshot_in_2026.php/index.md)
- [Understanding LinkedIn: Log In, Sign Up, and Optimize Your Profile](https://kahma.io/blog/understanding_linkedin_log_in_sign_up_and_optimize_your_profile.php/index.md)
- [LoRA Explained Simply: A Minimal Example Walkthrough](https://kahma.io/blog/lora_explained_simply_a_minimal_example_walkthrough.php/index.md)
- [Cubebrush’s new product view count helps artists track performance](https://kahma.io/blog/cubebrushs_new_product_view_count_helps_artists_track_performance.php/index.md)
- [Microchip breakthrough unlocks faster quantum computing](https://kahma.io/blog/microchip_breakthrough_unlocks_faster_quantum_computing.php/index.md)
- [AI Headshots for Profiles: Are 'Stunning' Results Truly Free?](https://kahma.io/blog/ai_headshots_for_profiles_are_stunning_results_truly_free.php/index.md)
- [Troubleshooting Common Image Upload Issues for Character Profiles A 2024 Guide](https://kahma.io/blog/troubleshooting_common_image_upload_issues_for_character_pro.php/index.md)
- [7 Innovative AI Portrait Techniques Transforming Photography in Late 2024](https://kahma.io/blog/7_innovative_ai_portrait_techniques_transforming_photography.php/index.md)
- [AI-Powered Logo Color Transformation Enhancing Brand Imagery in 2024](https://kahma.io/blog/ai_powered_logo_color_transformation_enhancing_brand_imagery.php/index.md)
- [Exploring Albuquerque's Budget-Friendly Accommodations A Look at 7 Affordable Hotels in 2024](https://kahma.io/blog/exploring_albuquerque_s_budget_friendly_accommodations_a_loo.php/index.md)
- [The Evolution of AI-Powered Image Sharpening A 2024 Perspective](https://kahma.io/blog/the_evolution_of_ai_powered_image_sharpening_a_2024_perspect.php/index.md)
- [Component to HDMI Adapters A 2024 Breakdown of Features and Compatibility](https://kahma.io/blog/component_to_hdmi_adapters_a_2024_breakdown_of_features_and.php/index.md)
- [7 Critical Video Metadata Patterns Discovered Through Data Science in 2024](https://kahma.io/blog/7_critical_video_metadata_patterns_discovered_through_data_s.php/index.md)
- [Navigating Travelocity's Customer Service A 2024 Guide to Phone Support Options and Wait Times](https://kahma.io/blog/navigating_travelocity_s_customer_service_a_2024_guide_to_ph.php/index.md)
- [AI Video Compression: Analyzing the Claims vs. Reality](https://kahma.io/blog/ai_video_compression_analyzing_the_claims_vs_reality.php/index.md)
- [How to Export Canva Resume Templates in High Resolution A Guide to Optimal Image Quality Settings](https://kahma.io/blog/how_to_export_canva_resume_templates_in_high_resolution_a_gu.php/index.md)
- [The Weekly Cost Reality Managing Premium Housing Upkeep Fees in 2024](https://kahma.io/blog/the_weekly_cost_reality_managing_premium_housing_upkeep_fees.php/index.md)
- [AI Upscaling Meets Audio Exploring Meta's Audiobox for Enhanced Video Sound Quality](https://kahma.io/blog/ai_upscaling_meets_audio_exploring_meta_s_audiobox_for_enhan.php/index.md)
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- [Leveraging Python's Pandas Library for Advanced Stock Correlation Analysis in 2024](https://kahma.io/blog/leveraging_python_s_pandas_library_for_advanced_stock_correl.php/index.md)
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- [7 Ways AI is Revolutionizing Modular Construction Management in 2025](https://kahma.io/blog/7_ways_ai_is_revolutionizing_modular_construction_management.php/index.md)
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