{"title":"Best Martial Arts Movies","theme":"martial arts","url":"https://framethrower.ai/list/martial-arts","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":73,"listedFilms":55,"frames":5822,"baselineFrames":404689},"signature":[{"element":"tunic","timesMoreCommonThanBaseline":3.2,"shareOfThemeFrames":0.00348,"shareOfCatalogueFrames":0.00109,"observedInFrames":116},{"element":"handgun","timesMoreCommonThanBaseline":2.74,"shareOfThemeFrames":0.00363,"shareOfCatalogueFrames":0.00133,"observedInFrames":121},{"element":"sunglasses","timesMoreCommonThanBaseline":2.14,"shareOfThemeFrames":0.00351,"shareOfCatalogueFrames":0.00164,"observedInFrames":117},{"element":"fire","timesMoreCommonThanBaseline":2.11,"shareOfThemeFrames":0.00303,"shareOfCatalogueFrames":0.00144,"observedInFrames":101},{"element":"blood","timesMoreCommonThanBaseline":1.84,"shareOfThemeFrames":0.00586,"shareOfCatalogueFrames":0.00318,"observedInFrames":195},{"element":"neon sign","timesMoreCommonThanBaseline":1.55,"shareOfThemeFrames":0.00315,"shareOfCatalogueFrames":0.00203,"observedInFrames":105}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"time_of_day","value":"day","shareOfThemeFrames":0.3393,"shareOfCatalogueFrames":0.4253,"ratio":0.8},{"axis":"v4_lighting_key","value":"low_key","shareOfThemeFrames":0.492,"shareOfCatalogueFrames":0.3929,"ratio":1.25},{"axis":"time_of_day","value":"night","shareOfThemeFrames":0.521,"shareOfCatalogueFrames":0.4219,"ratio":1.23}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.449,"ratio":0.99},{"hue":"blue","share":0.179,"ratio":1.03},{"hue":"red","share":0.153,"ratio":1.01},{"hue":"green","share":0.072,"ratio":1.19}],"meanSaturation":0.264,"baselineSaturation":0.234,"meanLuminance":0.402,"baselineLuminance":0.434},"films":[{"rank":1,"title":"The Matrix Revolutions","year":2003,"director":"Lilly Wachowski","cinematographer":"Bill Pope","exemplarScore":1.57,"framesIndexed":64,"url":"https://framethrower.ai/film/the-matrix-revolutions-2003"},{"rank":2,"title":"Blade II","year":2002,"director":"Guillermo del Toro","cinematographer":"Gabriel Beristain","exemplarScore":1.508,"framesIndexed":65,"url":"https://framethrower.ai/film/blade-ii-2002"},{"rank":3,"title":"Hard Target","year":1993,"director":"John Woo","cinematographer":"Russell Carpenter","exemplarScore":1.419,"framesIndexed":65,"url":"https://framethrower.ai/film/hard-target-1993"},{"rank":4,"title":"Demolition Man","year":1993,"director":"Marco Brambilla","cinematographer":"Alex Thomson","exemplarScore":1.389,"framesIndexed":119,"url":"https://framethrower.ai/film/demolition-man-1993"},{"rank":5,"title":"The Crow","year":1994,"director":"Alex Proyas","cinematographer":"Dariusz Wolski","exemplarScore":1.159,"framesIndexed":65,"url":"https://framethrower.ai/film/the-crow-1994"},{"rank":6,"title":"Highlander","year":1986,"director":"Russell Mulcahy","cinematographer":"Gerry Fisher","exemplarScore":0.978,"framesIndexed":65,"url":"https://framethrower.ai/film/highlander-1986"},{"rank":7,"title":"John Wick: Chapter 2","year":2017,"director":"Chad Stahelski","cinematographer":"Dan Laustsen","exemplarScore":0.945,"framesIndexed":64,"url":"https://framethrower.ai/film/john-wick-chapter-2-2017"},{"rank":8,"title":"Escape From New York","year":1981,"director":"John Carpenter","cinematographer":"Dean Cundey","exemplarScore":0.953,"framesIndexed":58,"url":"https://framethrower.ai/film/escape-from-new-york-1981"},{"rank":9,"title":"Rush Hour 2","year":2001,"director":"Brett Ratner","cinematographer":"Matthew F. Leonetti","exemplarScore":0.897,"framesIndexed":98,"url":"https://framethrower.ai/film/rush-hour-2-2001"},{"rank":10,"title":"Ip Man 4: The Finale","year":2019,"director":"Wilson Yip","cinematographer":"Cheng Siu-Keung","exemplarScore":0.872,"framesIndexed":65,"url":"https://framethrower.ai/film/ip-man-4-the-finale-2019"}],"outlier":{"title":"In the Mood for Love","year":2000,"exemplarScore":0,"note":"Carries the least of what the rest of the list is made of."}}