{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_face-swapper","slug":"face-swapper","name":"Face Swapper","type":"product","url":"https://icons8.com","page_url":"https://unfragile.ai/face-swapper","categories":["image-generation"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_face-swapper__cap_0","uri":"capability://image.visual.browser.based.real.time.face.detection.and.localization","name":"browser-based real-time face detection and localization","description":"Detects and localizes multiple faces in uploaded images using client-side or lightweight server-side neural networks, mapping facial landmarks and bounding boxes without requiring user manual selection. The system processes images directly in the browser canvas or through a minimal API call, enabling instant feedback on detected faces before swapping begins.","intents":["I want to upload a photo and have the system automatically find all faces without clicking on each one","I need to verify which faces the AI detected before proceeding with the swap","I'm working with group photos and need multi-face detection to work reliably"],"best_for":["casual social media creators who want zero-friction face detection","users unfamiliar with image editing tools seeking plug-and-play workflows"],"limitations":["Struggles with side profiles and extreme angles, often failing to detect faces rotated >45 degrees from frontal view","Performance degrades with small faces (<50px bounding box) or heavily occluded faces (hats, sunglasses, hands)","No manual override or refinement UI — if detection fails, user must re-upload or crop the image"],"requires":["Modern browser with WebGL or WASM support (Chrome 90+, Firefox 88+, Safari 14+)","Image file <50MB (typical constraint for browser-based processing)"],"input_types":["JPEG","PNG","WebP"],"output_types":["Face bounding boxes (pixel coordinates)","Facial landmark points (68-point or similar mesh)"],"categories":["image-visual","computer-vision"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_face-swapper__cap_1","uri":"capability://image.visual.generative.face.synthesis.and.geometric.alignment","name":"generative face synthesis and geometric alignment","description":"Extracts facial features from a source face, aligns them to the target face's geometry using affine or thin-plate-spline transformations, and synthesizes missing regions (occlusions, edges) using a generative model (likely a VAE or diffusion-based inpainting network). The system handles lighting normalization and blending to match the target image's illumination context.","intents":["I want to replace one person's face with another's while maintaining natural head pose and lighting","I need the swapped face to look like it belongs in the target photo, not pasted on top","I'm swapping faces between photos with different lighting conditions and want the result to look coherent"],"best_for":["social media creators producing memes and entertainment content","casual users who prioritize speed over pixel-perfect accuracy"],"limitations":["Visible blending artifacts around jawline and ears due to limited feathering or inpainting resolution","Quality inconsistency with extreme lighting ratios (bright source, dark target) — illumination normalization is heuristic-based, not learned","Struggles with side profiles because geometric alignment assumes frontal-ish face geometry; angled faces show distortion rather than graceful degradation","No fine-grained control over blending strength, feathering radius, or color correction — all parameters are automatic"],"requires":["Source and target images with clearly visible faces (minimum ~100px face height)","Reasonable face size ratio between source and target (extreme scaling >3x causes visible artifacts)"],"input_types":["JPEG","PNG","WebP"],"output_types":["JPEG or PNG image with swapped face (720p max on free tier, higher on paid)"],"categories":["image-visual","generative-ai"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_face-swapper__cap_2","uri":"capability://image.visual.multi.face.batch.processing.within.single.image","name":"multi-face batch processing within single image","description":"Detects multiple faces in a single uploaded image and applies face-swapping logic to all detected faces simultaneously or sequentially, without requiring the user to manually select or process each face individually. The system maintains a mapping between detected faces and swap targets, applying consistent transformations across all faces in one operation.","intents":["I have a group photo with 5 people and want to swap all their faces with 5 different source faces in one operation","I need to apply the same face-swap transformation to multiple faces in a single image without uploading multiple times"],"best_for":["content creators working with group photos or ensemble casts","users who want to maximize throughput without per-face manual intervention"],"limitations":["No UI for selecting which target face maps to which source face — mapping is automatic or requires sequential uploads","Performance degrades with >5 faces in a single image due to cumulative processing time","Cannot selectively swap only some faces in a group photo; all detected faces are processed"],"requires":["Image with 2-5 clearly visible faces for reliable processing","Separate source images for each target face (or a single source face applied to all targets)"],"input_types":["JPEG","PNG","WebP"],"output_types":["Single JPEG or PNG with all faces swapped"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_face-swapper__cap_3","uri":"capability://image.visual.freemium.output.resolution.tiering.with.quality.degradation","name":"freemium output resolution tiering with quality degradation","description":"Implements a pricing-gated resolution cap where free-tier outputs are downsampled to 720p (1280×720) and paid tiers unlock higher resolutions (1080p, 4K). The system processes at full resolution internally but applies post-processing downsampling for free users, with no visible watermark but a clear quality ceiling that incentivizes upgrade.","intents":["I want to try face-swapping for free before committing to a paid subscription","I need high-resolution outputs for print or professional use and am willing to pay","I'm testing the tool's quality on social media (720p is sufficient) before upgrading"],"best_for":["casual users experimenting with the tool on a budget","professional creators or agencies requiring high-resolution outputs"],"limitations":["Free tier capped at 720p, which is insufficient for print, large displays, or professional video production","Paid tier ($9.99/month) is a steep paywall for occasional users who swap faces infrequently","No per-image purchase option — must commit to monthly subscription for high-res access","Downsampling is lossy; users cannot upgrade a free 720p output to 1080p retroactively"],"requires":["Free tier: no account or payment required","Paid tier: valid payment method and active subscription"],"input_types":["JPEG","PNG","WebP (any resolution)"],"output_types":["Free: JPEG/PNG at 720p max","Paid: JPEG/PNG at 1080p or 4K"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_face-swapper__cap_4","uri":"capability://image.visual.zero.installation.browser.based.deployment.with.instant.access","name":"zero-installation browser-based deployment with instant access","description":"Hosts the entire face-swap pipeline (detection, alignment, synthesis) as a web application accessible via any modern browser without installation, signup friction, or local GPU requirements. Users upload images directly to the browser interface, and processing occurs either client-side (via WebAssembly or WebGL) or on Icons8's servers, with results returned within 30 seconds.","intents":["I want to swap faces without installing software or dealing with GPU setup complexity","I need to access face-swapping from any device (phone, tablet, laptop) without platform-specific apps","I want to try the tool immediately without creating an account or downloading anything"],"best_for":["non-technical social media creators and casual users","mobile users who cannot install desktop software","teams or organizations avoiding software licensing and IT approval overhead"],"limitations":["Browser-based processing is slower than native GPU-accelerated desktop tools (30 seconds vs. 5-10 seconds for DeepFaceLab)","No offline mode — requires active internet connection and Icons8 server availability","Limited customization compared to CLI tools (Faceswap, InsightFace) — no parameter tuning, no batch scripting","Privacy concern: images are uploaded to Icons8's servers (unless fully client-side, which is unlikely given processing speed)"],"requires":["Modern browser (Chrome 90+, Firefox 88+, Safari 14+, Edge 90+)","Internet connection with sufficient bandwidth for image upload/download","No account required for free tier (optional for paid features)"],"input_types":["JPEG","PNG","WebP"],"output_types":["JPEG or PNG (downloadable directly from browser)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_face-swapper__cap_5","uri":"capability://image.visual.automatic.lighting.and.color.normalization.for.cross.image.consistency","name":"automatic lighting and color normalization for cross-image consistency","description":"Analyzes the target image's lighting conditions, color temperature, and skin tone distribution, then applies histogram matching, color space transformations, or learned illumination correction to the swapped face to match the target context. This prevents the common artifact of a face appearing artificially bright or desaturated when swapped into a darker or warmer image.","intents":["I'm swapping a face from a bright outdoor photo into a dimly lit indoor photo and want the lighting to match","I need the swapped face's skin tone to blend naturally with the target image's color grading","I want to avoid the obvious 'pasted face' look caused by mismatched lighting between source and target"],"best_for":["content creators prioritizing visual coherence over pixel-perfect accuracy","users working with photos taken under different lighting conditions"],"limitations":["Lighting normalization is heuristic-based (histogram matching or simple color correction), not learned — fails with extreme lighting ratios (e.g., face from bright sunlight into deep shadow)","Cannot handle complex lighting scenarios (e.g., multiple light sources, colored gels) — tends to over-correct or under-correct","No user control over correction strength — automatic application may over-normalize and flatten the swapped face","Skin tone matching is approximate; users with diverse skin tones may see color shifts or desaturation"],"requires":["Target image with visible lighting context (not pure white or black background)","Source and target images with similar color spaces (both sRGB, both Adobe RGB, etc.)"],"input_types":["JPEG","PNG","WebP"],"output_types":["JPEG or PNG with color-corrected swapped face"],"categories":["image-visual","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_face-swapper__cap_6","uri":"capability://image.visual.fast.inference.with.30.second.processing.time","name":"fast inference with <30-second processing time","description":"Optimizes the face-swap pipeline for speed through model quantization, inference batching, or server-side GPU acceleration, delivering results in under 30 seconds from upload to download. This is achieved by trading some quality (lower resolution, simpler inpainting) for latency, making the tool suitable for rapid iteration and social media workflows.","intents":["I want to create a face-swap meme quickly without waiting minutes for processing","I need to iterate on multiple face-swaps in a session without long processing delays","I'm creating content for social media and need fast turnaround to stay on trend"],"best_for":["social media creators and meme makers prioritizing speed over quality","users with limited patience for long processing times"],"limitations":["Speed is achieved by reducing output resolution (720p free tier) and using simpler inpainting models — higher quality would require 2-5x longer processing","Processing time varies with server load; peak hours may see 30-60 second delays","No progress indication or cancellation option — users must wait for the full pipeline to complete","Batch processing is not supported — each image requires a separate upload-process-download cycle"],"requires":["Icons8's servers to be operational and not overloaded","Reasonable image size (<50MB) to avoid upload/download bottlenecks"],"input_types":["JPEG","PNG","WebP"],"output_types":["JPEG or PNG (typically 720p on free tier)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["Modern browser with WebGL or WASM support (Chrome 90+, Firefox 88+, Safari 14+)","Image file <50MB (typical constraint for browser-based processing)","Source and target images with clearly visible faces (minimum ~100px face height)","Reasonable face size ratio between source and target (extreme scaling >3x causes visible artifacts)","Image with 2-5 clearly visible faces for reliable processing","Separate source images for each target face (or a single source face applied to all targets)","Free tier: no account or payment required","Paid tier: valid payment method and active subscription","Modern browser (Chrome 90+, Firefox 88+, Safari 14+, Edge 90+)","Internet connection with sufficient bandwidth for image upload/download"],"failure_modes":["Struggles with side profiles and extreme angles, often failing to detect faces rotated >45 degrees from frontal view","Performance degrades with small faces (<50px bounding box) or heavily occluded faces (hats, sunglasses, hands)","No manual override or refinement UI — if detection fails, user must re-upload or crop the image","Visible blending artifacts around jawline and ears due to limited feathering or inpainting resolution","Quality inconsistency with extreme lighting ratios (bright source, dark target) — illumination normalization is heuristic-based, not learned","Struggles with side profiles because geometric alignment assumes frontal-ish face geometry; angled faces show distortion rather than graceful degradation","No fine-grained control over blending strength, feathering radius, or color correction — all parameters are automatic","No UI for selecting which target face maps to which source face — mapping is automatic or requires sequential uploads","Performance degrades with >5 faces in a single image due to cumulative processing time","Cannot selectively swap only some faces in a group photo; all detected faces are processed","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:30.892Z","last_scraped_at":"2026-04-05T13:23:42.552Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=face-swapper","compare_url":"https://unfragile.ai/compare?artifact=face-swapper"}},"signature":"VKgfArSCUoqxUc3qMZCHeB4Ti4XOo81TccXj2BMFVpKCejHueFKmE6hFdTGGVNk9do3cA859x16eoEjYAcidCA==","signedAt":"2026-06-21T22:12:34.070Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/face-swapper","artifact":"https://unfragile.ai/face-swapper","verify":"https://unfragile.ai/api/v1/verify?slug=face-swapper","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}