{"title":"Best Love At First Sight Movies","theme":"love at first sight","url":"https://framethrower.ai/list/love-at-first-sight","source":"FrameThrower","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/","scope":"Covers these measurements only — the ratios, counts and rankings computed by FrameThrower. The film frames they are derived from are not licensed and no rights to them are granted.","attribution":"FrameThrower — https://framethrower.ai"},"method":"Per-frame tags (shot size, lighting key, time of day, camera angle, colour, visible objects) aggregated across the films carrying this theme, expressed as a ratio against the same measurement over the whole catalogue. Films ranked by how closely they match the theme's over-indexed elements, weighted by how distinctive each element is; one film per series.","sample":{"films":12,"listedFilms":11,"frames":851,"baselineFrames":404689},"signature":[{"element":"tuxedo","timesMoreCommonThanBaseline":8.58,"shareOfThemeFrames":0.00651,"shareOfCatalogueFrames":0.00076,"observedInFrames":32},{"element":"neon sign","timesMoreCommonThanBaseline":2.6,"shareOfThemeFrames":0.00529,"shareOfCatalogueFrames":0.00203,"observedInFrames":26},{"element":"necktie","timesMoreCommonThanBaseline":2.44,"shareOfThemeFrames":0.00672,"shareOfCatalogueFrames":0.00275,"observedInFrames":33},{"element":"suit jacket","timesMoreCommonThanBaseline":2.19,"shareOfThemeFrames":0.01323,"shareOfCatalogueFrames":0.00604,"observedInFrames":65},{"element":"tie","timesMoreCommonThanBaseline":2.13,"shareOfThemeFrames":0.00794,"shareOfCatalogueFrames":0.00374,"observedInFrames":39},{"element":"blazer","timesMoreCommonThanBaseline":1.77,"shareOfThemeFrames":0.00631,"shareOfCatalogueFrames":0.00357,"observedInFrames":31},{"element":"glasses","timesMoreCommonThanBaseline":1.74,"shareOfThemeFrames":0.00896,"shareOfCatalogueFrames":0.00515,"observedInFrames":44},{"element":"hair","timesMoreCommonThanBaseline":1.62,"shareOfThemeFrames":0.00977,"shareOfCatalogueFrames":0.00603,"observedInFrames":48}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8677,"shareOfCatalogueFrames":0.6903,"ratio":1.26},{"axis":"v4_lighting_key","value":"high_key","shareOfThemeFrames":0.1492,"shareOfCatalogueFrames":0.1224,"ratio":1.22}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.492,"ratio":1.08},{"hue":"red","share":0.199,"ratio":1.31},{"hue":"blue","share":0.136,"ratio":0.78},{"hue":"yellow","share":0.061,"ratio":0.81}],"meanSaturation":0.219,"baselineSaturation":0.234,"meanLuminance":0.442,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Four Weddings and a Funeral","year":1994,"director":"Mike Newell","cinematographer":"Michael Coulter","exemplarScore":1.398,"framesIndexed":167,"url":"https://framethrower.ai/film/four-weddings-and-a-funeral-1994"},{"rank":2,"title":"Notorious","year":1946,"director":"Alfred Hitchcock","cinematographer":"Ted Tetzlaff","exemplarScore":1.232,"framesIndexed":65,"url":"https://framethrower.ai/film/notorious-1946"},{"rank":3,"title":"The Godfather","year":1972,"director":"Francis Ford Coppola","cinematographer":"Gordon Willis","exemplarScore":1.164,"framesIndexed":61,"url":"https://framethrower.ai/film/the-godfather-1972"},{"rank":4,"title":"Anomalisa","year":2015,"director":"Duke Johnson","cinematographer":"Joe Passarelli","exemplarScore":0.803,"framesIndexed":55,"url":"https://framethrower.ai/film/anomalisa-2015"},{"rank":5,"title":"Closer","year":2004,"director":"Mike Nichols","cinematographer":"Stephen Goldblatt","exemplarScore":0.756,"framesIndexed":54,"url":"https://framethrower.ai/film/closer-2004"},{"rank":6,"title":"West Side Story","year":1961,"director":"Jerome Robbins","cinematographer":"Daniel L. Fapp","exemplarScore":0.704,"framesIndexed":56,"url":"https://framethrower.ai/film/west-side-story-1961"},{"rank":7,"title":"American Graffiti","year":1973,"director":"George Lucas","cinematographer":"Jan D'Alquen","exemplarScore":0.525,"framesIndexed":65,"url":"https://framethrower.ai/film/american-graffiti-1973"},{"rank":8,"title":"Leaving Las Vegas","year":1995,"director":"Mike Figgis","cinematographer":"Declan Quinn","exemplarScore":0.519,"framesIndexed":65,"url":"https://framethrower.ai/film/leaving-las-vegas-1995"}],"outlier":{"title":"Les Misérables","year":2012,"exemplarScore":0.072,"note":"Carries the least of what the rest of the list is made of."}}