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FFHQ-img/49656.jpg | FFHQ-sketch/49656_edges.jpg | The photo of a realistic face of a male, estimated age 50–60 years, perceived as White/Caucasian. Face shape is oval to slightly rectangular with moderate jawline definition; short, neatly combed hair showing graying at temples and crown; skin tone light beige with visible fine lines on forehead and glabella, mild pore... | The photo of a realistic face of a male, estimated age 50–60 years, perceived as White/Caucasian. ['overview'] Face shape is oval to slightly rectangular with moderate jawline definition; short, neatly combed hair showing graying at temples and crown; skin tone light beige with visible fine lines on forehead and glabel... |
FFHQ-img/30276.jpg | FFHQ-sketch/30276_edges.jpg | The photo of a realistic face of a perceived female, estimated age 16–22 years, with fair to light Caucasian-appearing features. Facial shape is oval with soft contours; hair is medium-length, straight to slightly wavy, light blond with subtle warmer undertones near the ends, framing the face; skin tone is fair with ev... | The photo of a realistic face of a perceived female, estimated age 16–22 years, with fair to light Caucasian-appearing features. ['overview'] Facial shape is oval with soft contours; hair is medium-length, straight to slightly wavy, light blond with subtle warmer undertones near the ends, framing the face; skin tone is... |
FFHQ-img/14739.jpg | FFHQ-sketch/14739_edges.jpg | The photo of a realistic face of a perceived female, estimated age 25–35 years, with East Asian ancestry. Face shape is round with full cheeks; hair is dark black, cut in a straight fringe covering the forehead and extending to shoulder length; skin tone is light-to-medium warm beige with visible pores and slight redne... | The photo of a realistic face of a perceived female, estimated age 25–35 years, with East Asian ancestry. ['overview'] Face shape is round with full cheeks; hair is dark black, cut in a straight fringe covering the forehead and extending to shoulder length; skin tone is light-to-medium warm beige with visible pores and... |
FFHQ-img/36443.jpg | FFHQ-sketch/36443_edges.jpg | The photo of a realistic face of a male, estimated age 35–45 years, perceived as Caucasian. Face shape is oval with moderate jawline definition; short to medium-length brown hair with visible graying at temples and crown, skin tone light with faint erythema on cheeks and mild textural irregularities (e.g., pores, fine ... | The photo of a realistic face of a male, estimated age 35–45 years, perceived as Caucasian. ['overview'] Face shape is oval with moderate jawline definition; short to medium-length brown hair with visible graying at temples and crown, skin tone light with faint erythema on cheeks and mild textural irregularities (e.g.,... |
FFHQ-img/48065.jpg | FFHQ-sketch/48065_edges.jpg | The photo of a realistic face of a perceived female, estimated age 25–35 years, with perceived mixed European and Indigenous or Latin American ancestry. Face shape is rounded with soft jawline contours; dark brown straight hair frames the face, skin tone is light-to-medium olive with even texture and slight sheen on ch... | The photo of a realistic face of a perceived female, estimated age 25–35 years, with perceived mixed European and Indigenous or Latin American ancestry. ['overview'] Face shape is rounded with soft jawline contours; dark brown straight hair frames the face, skin tone is light-to-medium olive with even texture and sligh... |
FFHQ-img/69713.jpg | FFHQ-sketch/69713_edges.jpg | The photo of a realistic face of a male, estimated age 25–35 years, with perceived South Asian or mixed South Asian/Latinx ancestry. Facial shape is oval with moderate jawline definition; hair is dark brown to black, medium-length, wavy and slightly tousled, resting above the ears; skin tone is warm light-to-medium bro... | The photo of a realistic face of a male, estimated age 25–35 years, with perceived South Asian or mixed South Asian/Latinx ancestry. ['overview'] Facial shape is oval with moderate jawline definition; hair is dark brown to black, medium-length, wavy and slightly tousled, resting above the ears; skin tone is warm light-... |
FFHQ-img/41389.jpg | FFHQ-sketch/41389_edges.jpg | The photo of a realistic face of a perceived female, estimated age 20–30 years, with light Caucasian features. Face shape is oval with moderate cheekbone definition; hair is pulled back into a high ponytail with visible roots showing grayish-white at the temples and crown, while the bulk is medium-length reddish-brown;... | The photo of a realistic face of a perceived female, estimated age 20–30 years, with light Caucasian features. ['overview'] Face shape is oval with moderate cheekbone definition; hair is pulled back into a high ponytail with visible roots showing grayish-white at the temples and crown, while the bulk is medium-length r... |
FFHQ-img/09861.jpg | FFHQ-sketch/09861_edges.jpg | The photo of a realistic face of a male, estimated age 20–30 years, perceived East Asian ethnicity. Face shape is oval with moderate jawline definition; short dark hair with slight upward spiking at crown and uneven fringe covering forehead; skin tone light-to-medium with visible fine pores, mild sebum sheen on nose an... | The photo of a realistic face of a male, estimated age 20–30 years, perceived East Asian ethnicity. ['overview'] Face shape is oval with moderate jawline definition; short dark hair with slight upward spiking at crown and uneven fringe covering forehead; skin tone light-to-medium with visible fine pores, mild sebum she... |
FFHQ-img/42666.jpg | FFHQ-sketch/42666_edges.jpg | The photo of a realistic face of a perceived female, estimated age 20–30 years, with fair Caucasian features. Face shape is oval with smooth skin tone showing even light pink undertones and subtle rosy blush on cheeks; hair is shoulder-length, wavy, platinum blonde with visible root shadow near parting; no visible scar... | The photo of a realistic face of a perceived female, estimated age 20–30 years, with fair Caucasian features. ['overview'] Face shape is oval with smooth skin tone showing even light pink undertones and subtle rosy blush on cheeks; hair is shoulder-length, wavy, platinum blonde with visible root shadow near parting; no... |
FFHQ-img/03704.jpg | FFHQ-sketch/03704_edges.jpg | The photo of a realistic face of a perceived female, estimated age 25–35 years, with light European ancestry. Face shape is oval with moderate cheekbone definition; hair is medium-length brown with lighter highlights, pulled back partially from the forehead; skin tone is fair with diffuse erythema on cheeks and nose, v... | The photo of a realistic face of a perceived female, estimated age 25–35 years, with light European ancestry. ['overview'] Face shape is oval with moderate cheekbone definition; hair is medium-length brown with lighter highlights, pulled back partially from the forehead; skin tone is fair with diffuse erythema on cheek... |
FFHQ-img/17550.jpg | FFHQ-sketch/17550_edges.jpg | The photo of a realistic face of a perceived male, estimated age 20–30 years, with fair complexion and features consistent with Northern European ancestry. Face shape is oval with moderate jawline definition; hair is medium-length, wavy, light reddish-blond with subtle golden highlights, framing the face; skin tone is ... | The photo of a realistic face of a perceived male, estimated age 20–30 years, with fair complexion and features consistent with Northern European ancestry. ['overview'] Face shape is oval with moderate jawline definition; hair is medium-length, wavy, light reddish-blond with subtle golden highlights, framing the face; ... |
FFHQ-img/15662.jpg | FFHQ-sketch/15662_edges.jpg | The photo of a realistic face of a young girl, estimated age 3–5 years, perceived as Black or African American. Face shape is rounded with full cheeks; hair is dark brown to black, styled in small twisted sections pulled back from the forehead, one section secured with a translucent clip on the right side; skin tone is... | The photo of a realistic face of a young girl, estimated age 3–5 years, perceived as Black or African American. ['overview'] Face shape is rounded with full cheeks; hair is dark brown to black, styled in small twisted sections pulled back from the forehead, one section secured with a translucent clip on the right side;... |
FFHQ-img/38491.jpg | FFHQ-sketch/38491_edges.jpg | The photo of a realistic face of an older adult male, estimated age 70–85 years, perceived as Caucasian. Face shape is oval to slightly rectangular with moderate temporal recession; hair is predominantly white-gray with sparse coverage on the crown and denser at the sides and back; skin tone is fair with diffuse erythe... | The photo of a realistic face of an older adult male, estimated age 70–85 years, perceived as Caucasian. ['overview'] Face shape is oval to slightly rectangular with moderate temporal recession; hair is predominantly white-gray with sparse coverage on the crown and denser at the sides and back; skin tone is fair with d... |
FFHQ-img/09718.jpg | FFHQ-sketch/09718_edges.jpg | The photo of a realistic face of a perceived female, estimated age 18–25, with light Caucasian features. Face shape is oval with moderate jawline definition; hair is long, straight to slightly wavy, light brown with warm auburn highlights and subtle lighter strands near the part; skin tone is fair with even texture, mi... | The photo of a realistic face of a perceived female, estimated age 18–25, with light Caucasian features. ['overview'] Face shape is oval with moderate jawline definition; hair is long, straight to slightly wavy, light brown with warm auburn highlights and subtle lighter strands near the part; skin tone is fair with eve... |
FFHQ-img/06125.jpg | FFHQ-sketch/06125_edges.jpg | The photo of a realistic face of a perceived male child, estimated age 6–10 years, with fair to light-medium skin tone and features consistent with European ancestry. Face shape is rounded with full cheeks, short closely cropped light brown hair showing scalp visibility, smooth skin with faint freckling on cheeks and n... | The photo of a realistic face of a perceived male child, estimated age 6–10 years, with fair to light-medium skin tone and features consistent with European ancestry. ['overview'] Face shape is rounded with full cheeks, short closely cropped light brown hair showing scalp visibility, smooth skin with faint freckling on... |
FFHQ-img/04241.jpg | FFHQ-sketch/04241_edges.jpg | The photo of a realistic face of a male, estimated age 25–35 years, perceived as Caucasian. Oval facial shape with moderate jawline definition; short to medium-length light brown hair with subtle auburn highlights, fair skin with visible freckling across nose and cheeks, and no prominent scars or tattoos visible. | The photo of a realistic face of a male, estimated age 25–35 years, perceived as Caucasian. ['overview'] Oval facial shape with moderate jawline definition; short to medium-length light brown hair with subtle auburn highlights, fair skin with visible freckling across nose and cheeks, and no prominent scars or tattoos v... |
FFHQ-img/54044.jpg | FFHQ-sketch/54044_edges.jpg | The photo of a realistic face of a male, estimated age 60–75 years, perceived as White/Caucasian. Face shape is oval to round with moderate fullness in the cheeks and jawline; short, predominantly gray hair with sparse coverage on the crown and temples; skin tone is light with visible erythema on the nose and cheeks, f... | The photo of a realistic face of a male, estimated age 60–75 years, perceived as White/Caucasian. ['overview'] Face shape is oval to round with moderate fullness in the cheeks and jawline; short, predominantly gray hair with sparse coverage on the crown and temples; skin tone is light with visible erythema on the nose ... |
FFHQ-img/16306.jpg | FFHQ-sketch/16306_edges.jpg | The photo of a realistic face of a young adult female, estimated age 18–25, with perceived European or mixed European ancestry. Face shape is oval with moderate cheekbone definition; hair is shoulder-length, straight to slightly wavy, dark brown with lighter caramel-blonde highlights framing the face; skin tone is fair... | The photo of a realistic face of a young adult female, estimated age 18–25, with perceived European or mixed European ancestry. ['overview'] Face shape is oval with moderate cheekbone definition; hair is shoulder-length, straight to slightly wavy, dark brown with lighter caramel-blonde highlights framing the face; skin... |
FFHQ-img/66516.jpg | FFHQ-sketch/66516_edges.jpg | The photo of a realistic face of a male, estimated age 50–60 years, perceived as White/Caucasian. Face shape is oval to slightly rectangular with moderate jawline definition; short, neatly trimmed hair with predominantly dark brown color and significant graying at temples and crown; skin tone is fair with visible eryth... | The photo of a realistic face of a male, estimated age 50–60 years, perceived as White/Caucasian. ['overview'] Face shape is oval to slightly rectangular with moderate jawline definition; short, neatly trimmed hair with predominantly dark brown color and significant graying at temples and crown; skin tone is fair with ... |
FFHQ-img/62246.jpg | FFHQ-sketch/62246_edges.jpg | The photo of a realistic face of a perceived female, estimated age 40–55 years, with perceived Southeast Asian ethnicity. Face shape is oval with moderate jawline definition; hair is shoulder-length, wavy, reddish-brown with warm copper highlights and slight frizz at ends; skin tone is light-to-medium tan with visible ... | The photo of a realistic face of a perceived female, estimated age 40–55 years, with perceived Southeast Asian ethnicity. ['overview'] Face shape is oval with moderate jawline definition; hair is shoulder-length, wavy, reddish-brown with warm copper highlights and slight frizz at ends; skin tone is light-to-medium tan ... |
FFHQ-img/32691.jpg | FFHQ-sketch/32691_edges.jpg | The photo of a realistic face of a male, estimated age 20–30 years, perceived as Caucasian. Face shape is oval with moderate jawline definition; hair is light brown, short, and slightly tousled with visible oiliness on forehead; skin tone is fair with diffuse erythema across cheeks and nose, mild acne scarring on left ... | The photo of a realistic face of a male, estimated age 20–30 years, perceived as Caucasian. ['overview'] Face shape is oval with moderate jawline definition; hair is light brown, short, and slightly tousled with visible oiliness on forehead; skin tone is fair with diffuse erythema across cheeks and nose, mild acne scar... |
FFHQ-img/00870.jpg | FFHQ-sketch/00870_edges.jpg | The photo of a realistic face of a perceived female, estimated age 60–75 years, with perceived South Asian or Middle Eastern ancestry. Face shape is oval to slightly rectangular with moderate jawline definition; short, closely cropped gray-white hair; light-to-medium olive-brown skin tone with visible fine lines, mild ... | The photo of a realistic face of a perceived female, estimated age 60–75 years, with perceived South Asian or Middle Eastern ancestry. ['overview'] Face shape is oval to slightly rectangular with moderate jawline definition; short, closely cropped gray-white hair; light-to-medium olive-brown skin tone with visible fine... |
FFHQ-img/69897.jpg | FFHQ-sketch/69897_edges.jpg | The photo of a realistic face of a perceived female, estimated age 40–55 years, with perceived Hispanic or Southern European ancestry. Face shape is oval with moderate cheekbone definition; hair is medium-length, straight to slightly wavy, dark brown with lighter caramel-blonde highlights framing the face; skin tone is... | The photo of a realistic face of a perceived female, estimated age 40–55 years, with perceived Hispanic or Southern European ancestry. ['overview'] Face shape is oval with moderate cheekbone definition; hair is medium-length, straight to slightly wavy, dark brown with lighter caramel-blonde highlights framing the face;... |
FFHQ-img/67730.jpg | FFHQ-sketch/67730_edges.jpg | The photo of a realistic face of a perceived female, estimated age 40–55 years, with East Asian ancestry. Face shape is oval with moderate cheekbone definition; hair is straight, shoulder-length, dark brown with subtle reddish-brown highlights near the parting; skin tone is light to medium beige with visible fine pores... | The photo of a realistic face of a perceived female, estimated age 40–55 years, with East Asian ancestry. ['overview'] Face shape is oval with moderate cheekbone definition; hair is straight, shoulder-length, dark brown with subtle reddish-brown highlights near the parting; skin tone is light to medium beige with visib... |
FFHQ-img/63345.jpg | FFHQ-sketch/63345_edges.jpg | The photo of a realistic face of a male, estimated age 20–30 years, perceived as Caucasian. Oval facial shape with medium-length dark brown hair partially covering the forehead, fair skin with mild diffuse redness on cheeks and nose, no visible scars or tattoos. | The photo of a realistic face of a male, estimated age 20–30 years, perceived as Caucasian. ['overview'] Oval facial shape with medium-length dark brown hair partially covering the forehead, fair skin with mild diffuse redness on cheeks and nose, no visible scars or tattoos. ['hair'] Dark brown hair, medium length (rea... |
FFHQ-img/37082.jpg | FFHQ-sketch/37082_edges.jpg | The photo of a realistic face of a perceived female, estimated age 18–25, with light European ancestry. Face shape is oval with moderate jawline definition; hair is medium-length, wavy, and light blond with subtle warmer undertones near the roots and cooler ash tones at the ends; skin tone is fair with even texture and... | The photo of a realistic face of a perceived female, estimated age 18–25, with light European ancestry. ['overview'] Face shape is oval with moderate jawline definition; hair is medium-length, wavy, and light blond with subtle warmer undertones near the roots and cooler ash tones at the ends; skin tone is fair with eve... |
FFHQ-img/27025.jpg | FFHQ-sketch/27025_edges.jpg | The photo of a realistic face of a female child, estimated age 6–9 years, with East Asian or mixed East Asian/Caucasian features. Face shape is oval with soft contours; hair is medium-length, dark brown with subtle lighter brown highlights, pulled back partially with loose strands framing the face; skin tone is light b... | The photo of a realistic face of a female child, estimated age 6–9 years, with East Asian or mixed East Asian/Caucasian features. ['overview'] Face shape is oval with soft contours; hair is medium-length, dark brown with subtle lighter brown highlights, pulled back partially with loose strands framing the face; skin to... |
FFHQ-img/36295.jpg | FFHQ-sketch/36295_edges.jpg | The photo of a realistic face of a female child, estimated age 8–12 years, with perceived Hispanic or Southern European ancestry. Face shape is oval with soft, rounded jawline; hair is long, straight to slightly wavy, dark brown with subtle lighter brown highlights near the ends, framing the face; skin tone is light ol... | The photo of a realistic face of a female child, estimated age 8–12 years, with perceived Hispanic or Southern European ancestry. ['overview'] Face shape is oval with soft, rounded jawline; hair is long, straight to slightly wavy, dark brown with subtle lighter brown highlights near the ends, framing the face; skin ton... |
FFHQ-img/29421.jpg | FFHQ-sketch/29421_edges.jpg | The photo of a realistic face of an older adult male, estimated age 65–75 years, perceived as Southeast Asian. Face shape is oval with moderate vertical elongation; hair is short, predominantly gray with interspersed dark strands, receding at temples; skin tone is medium brown with visible fine and deep wrinkling acros... | The photo of a realistic face of an older adult male, estimated age 65–75 years, perceived as Southeast Asian. ['overview'] Face shape is oval with moderate vertical elongation; hair is short, predominantly gray with interspersed dark strands, receding at temples; skin tone is medium brown with visible fine and deep wr... |
FFHQ-img/45147.jpg | FFHQ-sketch/45147_edges.jpg | The photo of a realistic face of a young adult male, estimated age 18–25, with fair complexion and features consistent with European ancestry. Face shape is oval with moderate jawline definition; hair is medium-length reddish-brown with darker roots, cut in a layered fringe covering the forehead; skin tone is light wit... | The photo of a realistic face of a young adult male, estimated age 18–25, with fair complexion and features consistent with European ancestry. ['overview'] Face shape is oval with moderate jawline definition; hair is medium-length reddish-brown with darker roots, cut in a layered fringe covering the forehead; skin tone... |
FFHQ-img/04335.jpg | FFHQ-sketch/04335_edges.jpg | The photo of a realistic face of a perceived female, estimated age 20–30 years, with perceived European or Mediterranean ancestry. Face shape is oval with moderate cheekbone definition; hair is dark brown, medium-length, straight to slightly wavy, framing the face; skin tone is light to medium with warm undertones, sho... | The photo of a realistic face of a perceived female, estimated age 20–30 years, with perceived European or Mediterranean ancestry. ['overview'] Face shape is oval with moderate cheekbone definition; hair is dark brown, medium-length, straight to slightly wavy, framing the face; skin tone is light to medium with warm un... |
FFHQ-img/26216.jpg | FFHQ-sketch/26216_edges.jpg | The photo of a realistic face of a young Black girl, estimated age 6–8 years, perceived as female. Face shape is oval with smooth, medium-brown skin showing slight sheen under direct lighting; hair is styled in tight black braids adorned with alternating pink and translucent beads near the ends; no visible scars, moles... | The photo of a realistic face of a young Black girl, estimated age 6–8 years, perceived as female. ['overview'] Face shape is oval with smooth, medium-brown skin showing slight sheen under direct lighting; hair is styled in tight black braids adorned with alternating pink and translucent beads near the ends; no visible... |
FFHQ-img/46311.jpg | FFHQ-sketch/46311_edges.jpg | The photo of a realistic face of a male, estimated age 30–40 years, perceived as Caucasian. Face shape is oval with moderate jawline definition; short dark brown hair with slight natural texture and visible flyaways; skin tone is fair with mild erythema on cheeks and nose, fine pores visible, no prominent scars or blem... | The photo of a realistic face of a male, estimated age 30–40 years, perceived as Caucasian. ['overview'] Face shape is oval with moderate jawline definition; short dark brown hair with slight natural texture and visible flyaways; skin tone is fair with mild erythema on cheeks and nose, fine pores visible, no prominent ... |
FFHQ-img/65085.jpg | FFHQ-sketch/65085_edges.jpg | The photo of a realistic face of a male, estimated age 25–35 years, perceived South Asian ethnicity. Oval facial shape with medium skin tone showing fine texture and mild sun exposure; short dark hair with visible receding hairline; no visible scars, tattoos, or birthmarks. | The photo of a realistic face of a male, estimated age 25–35 years, perceived South Asian ethnicity. ['overview'] Oval facial shape with medium skin tone showing fine texture and mild sun exposure; short dark hair with visible receding hairline; no visible scars, tattoos, or birthmarks. ['hair'] Black hair, short lengt... |
FFHQ-img/12598.jpg | FFHQ-sketch/12598_edges.jpg | The photo of a realistic face of a male, estimated age 50–65 years, perceived as White/Caucasian. Face shape is round with moderate fullness in the cheeks and jawline; short, salt-and-pepper hair with predominant gray at temples and crown, darker brown at sides; skin tone is fair with visible pores, slight erythema on ... | The photo of a realistic face of a male, estimated age 50–65 years, perceived as White/Caucasian. ['overview'] Face shape is round with moderate fullness in the cheeks and jawline; short, salt-and-pepper hair with predominant gray at temples and crown, darker brown at sides; skin tone is fair with visible pores, slight... |
FFHQ-img/50491.jpg | FFHQ-sketch/50491_edges.jpg | The photo of a realistic face of a male, estimated age 25–35 years, perceived as Caucasian. Oval facial shape with moderate jawline definition; short, neatly styled light brown hair with visible frontal hairline recession; fair skin with mild erythema on cheeks and nose, fine vellus hair on chin and upper lip, and no v... | The photo of a realistic face of a male, estimated age 25–35 years, perceived as Caucasian. ['overview'] Oval facial shape with moderate jawline definition; short, neatly styled light brown hair with visible frontal hairline recession; fair skin with mild erythema on cheeks and nose, fine vellus hair on chin and upper ... |
FFHQ-img/53248.jpg | FFHQ-sketch/53248_edges.jpg | The photo of a realistic face of a male, estimated age 50–65 years, perceived as Caucasian. Face shape is oval to slightly rounded with moderate cheek fullness; short-cropped hair on sides and back, balding crown; skin tone light with visible fine lines around eyes and mouth, mild erythema on cheeks, no visible scars o... | The photo of a realistic face of a male, estimated age 50–65 years, perceived as Caucasian. ['overview'] Face shape is oval to slightly rounded with moderate cheek fullness; short-cropped hair on sides and back, balding crown; skin tone light with visible fine lines around eyes and mouth, mild erythema on cheeks, no vi... |
FFHQ-img/04475.jpg | FFHQ-sketch/04475_edges.jpg | The photo of a realistic face of a male, estimated age 35–45 years, perceived as Caucasian or Southern European ancestry. Face shape is oval to slightly round with moderate fullness in the cheeks; hair is dark brown, curly, medium-length, framing the face with visible receding hairline; skin tone is light olive with mi... | The photo of a realistic face of a male, estimated age 35–45 years, perceived as Caucasian or Southern European ancestry. ['overview'] Face shape is oval to slightly round with moderate fullness in the cheeks; hair is dark brown, curly, medium-length, framing the face with visible receding hairline; skin tone is light ... |
FFHQ-img/66530.jpg | FFHQ-sketch/66530_edges.jpg | The photo of a realistic face of a young adult female, estimated age 18–25, perceived as Caucasian. Face shape is oval with moderate cheekbone definition; hair is shoulder-length, wavy, with warm auburn highlights over darker brown base, pulled back partially from forehead; skin tone is fair with visible sebaceous shin... | The photo of a realistic face of a young adult female, estimated age 18–25, perceived as Caucasian. ['overview'] Face shape is oval with moderate cheekbone definition; hair is shoulder-length, wavy, with warm auburn highlights over darker brown base, pulled back partially from forehead; skin tone is fair with visible s... |
FFHQ-img/15274.jpg | FFHQ-sketch/15274_edges.jpg | The photo of a realistic face of a perceived female, estimated age 25–35 years, with perceived South Asian or mixed South Asian/Latinx ancestry. Face shape is oval to slightly rounded with moderate cheek fullness; hair is dark brown to black, pulled back loosely from the face, revealing forehead; skin tone is warm medi... | The photo of a realistic face of a perceived female, estimated age 25–35 years, with perceived South Asian or mixed South Asian/Latinx ancestry. ['overview'] Face shape is oval to slightly rounded with moderate cheek fullness; hair is dark brown to black, pulled back loosely from the face, revealing forehead; skin tone... |
FFHQ-img/42737.jpg | FFHQ-sketch/42737_edges.jpg | The photo of a realistic face of a male, estimated age 25–35 years, perceived as Southeast Asian ethnicity. Face shape is oval with moderate jawline definition; short dark hair with slight natural wave and visible scalp at temples; skin tone is light-to-medium brown with even texture and mild sebum sheen on forehead an... | The photo of a realistic face of a male, estimated age 25–35 years, perceived as Southeast Asian ethnicity. ['overview'] Face shape is oval with moderate jawline definition; short dark hair with slight natural wave and visible scalp at temples; skin tone is light-to-medium brown with even texture and mild sebum sheen o... |
FFHQ-img/49931.jpg | FFHQ-sketch/49931_edges.jpg | The photo of a realistic face of an adult female, estimated age 25–35 years, perceived East Asian ethnicity. Face shape is oval with moderate cheekbone definition; hair is dark black, shoulder-length, straight with fine texture and slight sheen; skin tone is light-to-medium yellowish-beige with visible sebum shine on f... | The photo of a realistic face of an adult female, estimated age 25–35 years, perceived East Asian ethnicity. ['overview'] Face shape is oval with moderate cheekbone definition; hair is dark black, shoulder-length, straight with fine texture and slight sheen; skin tone is light-to-medium yellowish-beige with visible seb... |
FFHQ-img/29039.jpg | FFHQ-sketch/29039_edges.jpg | The photo of a realistic face of a young girl, estimated age 6–9 years, perceived South Asian ethnicity. Oval facial shape with medium-brown skin tone showing slight texture and minor sebaceous prominence on the nose; dark curly hair framing the face, no visible scars or tattoos. | The photo of a realistic face of a young girl, estimated age 6–9 years, perceived South Asian ethnicity. ['overview'] Oval facial shape with medium-brown skin tone showing slight texture and minor sebaceous prominence on the nose; dark curly hair framing the face, no visible scars or tattoos. ['hair'] Black, medium-len... |
FFHQ-img/61446.jpg | FFHQ-sketch/61446_edges.jpg | The photo of a realistic face of a female, estimated age 20–30 years, perceived South Asian ethnicity. Oval facial shape, dark brown hair pulled back with loose strands framing the face, light olive skin tone with mild texture and a small dark mole above the left eyebrow. | The photo of a realistic face of a female, estimated age 20–30 years, perceived South Asian ethnicity. ['overview'] Oval facial shape, dark brown hair pulled back with loose strands framing the face, light olive skin tone with mild texture and a small dark mole above the left eyebrow. ['hair'] Dark brown hair, medium l... |
FFHQ-img/57793.jpg | FFHQ-sketch/57793_edges.jpg | The photo of a realistic face of a male, estimated age 20–30 years, with light-to-medium olive complexion and features consistent with European ancestry. Face shape is oval with moderate jawline definition; short dark brown hair with slight volume at crown, skin tone even with faint freckling on nose and cheeks, and vi... | The photo of a realistic face of a male, estimated age 20–30 years, with light-to-medium olive complexion and features consistent with European ancestry. ['overview'] Face shape is oval with moderate jawline definition; short dark brown hair with slight volume at crown, skin tone even with faint freckling on nose and c... |
FFHQ-img/37906.jpg | FFHQ-sketch/37906_edges.jpg | The photo of a realistic face of a perceived female, estimated age 40–55 years, with perceived Caucasian ethnicity. Face shape is oval to slightly rounded; hair is shoulder-length with straight-cut bangs partially covering the forehead, light blond with subtle warmer undertones and some fine strands catching highlights... | The photo of a realistic face of a perceived female, estimated age 40–55 years, with perceived Caucasian ethnicity. ['overview'] Face shape is oval to slightly rounded; hair is shoulder-length with straight-cut bangs partially covering the forehead, light blond with subtle warmer undertones and some fine strands catchi... |
FFHQ-img/03006.jpg | FFHQ-sketch/03006_edges.jpg | The photo of a realistic face of a perceived female, estimated age 30–45 years, with light European ancestry. Face shape is oval with moderate jawline definition; hair is shoulder-length, straight to slightly wavy, with visible root regrowth showing darker brown at scalp transitioning to medium-light brown with promine... | The photo of a realistic face of a perceived female, estimated age 30–45 years, with light European ancestry. ['overview'] Face shape is oval with moderate jawline definition; hair is shoulder-length, straight to slightly wavy, with visible root regrowth showing darker brown at scalp transitioning to medium-light brown... |
FFHQ-img/63782.jpg | FFHQ-sketch/63782_edges.jpg | The photo of a realistic face of a female, estimated age 25–35 years, with perceived Southeast Asian ancestry. Face shape is oval to slightly round; hair is dark brown, pulled back with loose strands framing the temples; skin tone is light-to-medium tan with diffuse freckling across the nose and cheeks, and no visible ... | The photo of a realistic face of a female, estimated age 25–35 years, with perceived Southeast Asian ancestry. ['overview'] Face shape is oval to slightly round; hair is dark brown, pulled back with loose strands framing the temples; skin tone is light-to-medium tan with diffuse freckling across the nose and cheeks, an... |
FFHQ-img/00980.jpg | FFHQ-sketch/00980_edges.jpg | The photo of a realistic face of a perceived female, estimated age 20–30 years, with light European ancestry. Face shape is oval with moderate cheekbone definition; hair is medium-length, wavy, and light brown with subtle golden highlights, partially framing the face; skin tone is fair with mild erythema on cheeks and ... | The photo of a realistic face of a perceived female, estimated age 20–30 years, with light European ancestry. ['overview'] Face shape is oval with moderate cheekbone definition; hair is medium-length, wavy, and light brown with subtle golden highlights, partially framing the face; skin tone is fair with mild erythema o... |
FFHQ-img/38107.jpg | FFHQ-sketch/38107_edges.jpg | The photo of a realistic face of a male, estimated age 50–65 years, perceived East Asian ethnicity. Face shape is round with full cheeks and a smooth, bald scalp showing slight sebum sheen; skin tone is light-to-medium tan with visible pores and mild erythema on the nose and upper cheeks; no visible scars, tattoos, or ... | The photo of a realistic face of a male, estimated age 50–65 years, perceived East Asian ethnicity. ['overview'] Face shape is round with full cheeks and a smooth, bald scalp showing slight sebum sheen; skin tone is light-to-medium tan with visible pores and mild erythema on the nose and upper cheeks; no visible scars,... |
FFHQ-img/00516.jpg | FFHQ-sketch/00516_edges.jpg | The photo of a realistic face of a male, estimated age 30–40 years, perceived as White/Caucasian. Face shape is oval with moderate fullness in the cheeks and jawline; short dark brown hair with visible receding hairline; skin tone is fair with mild erythema on cheeks and nose, slight sebaceous shine on forehead and T-z... | The photo of a realistic face of a male, estimated age 30–40 years, perceived as White/Caucasian. ['overview'] Face shape is oval with moderate fullness in the cheeks and jawline; short dark brown hair with visible receding hairline; skin tone is fair with mild erythema on cheeks and nose, slight sebaceous shine on for... |
FFHQ-img/41877.jpg | FFHQ-sketch/41877_edges.jpg | The photo of a realistic face of a male, estimated age 25–35 years, with fair complexion and features consistent with Northern European ancestry. Facial shape is oval with moderate jawline definition; hair is light reddish-blond, medium-length, wavy, and slightly tousled; skin tone is pale with diffuse freckling across... | The photo of a realistic face of a male, estimated age 25–35 years, with fair complexion and features consistent with Northern European ancestry. ['overview'] Facial shape is oval with moderate jawline definition; hair is light reddish-blond, medium-length, wavy, and slightly tousled; skin tone is pale with diffuse fre... |
FFHQ-img/59444.jpg | FFHQ-sketch/59444_edges.jpg | The photo of a realistic face of a perceived female, estimated age 20–30 years, with South Asian or Middle Eastern ancestry. Face shape is oval with moderate cheekbone definition; hair is dark brown, straight, and parted centrally; skin tone is light olive with even texture and no visible blemishes or scars. | The photo of a realistic face of a perceived female, estimated age 20–30 years, with South Asian or Middle Eastern ancestry. ['overview'] Face shape is oval with moderate cheekbone definition; hair is dark brown, straight, and parted centrally; skin tone is light olive with even texture and no visible blemishes or scar... |
FFHQ-img/27186.jpg | FFHQ-sketch/27186_edges.jpg | The photo of a realistic face of a young adult female, estimated age 20–30 years, perceived East Asian ethnicity. Face shape is oval with moderate cheekbone definition; hair is medium-length brown with visible roots slightly lighter than shafts, worn with a floral crown of small white gypsophila flowers and green stems... | The photo of a realistic face of a young adult female, estimated age 20–30 years, perceived East Asian ethnicity. ['overview'] Face shape is oval with moderate cheekbone definition; hair is medium-length brown with visible roots slightly lighter than shafts, worn with a floral crown of small white gypsophila flowers an... |
FFHQ-img/08571.jpg | FFHQ-sketch/08571_edges.jpg | The photo of a realistic face of a perceived female, estimated age 20–30 years, with East Asian ancestry. Face shape is oval with moderate cheekbone definition; hair is straight, dark brown, parted centrally and framing the face; skin tone is light to medium beige with even texture and a small dark mole on the left che... | The photo of a realistic face of a perceived female, estimated age 20–30 years, with East Asian ancestry. ['overview'] Face shape is oval with moderate cheekbone definition; hair is straight, dark brown, parted centrally and framing the face; skin tone is light to medium beige with even texture and a small dark mole on... |
FFHQ-img/48993.jpg | FFHQ-sketch/48993_edges.jpg | The photo of a realistic face of a presumed female, estimated age 40–50 years, with light-to-medium Caucasian features. Face shape is oval to slightly round; hair is medium-length, parted left-of-center, with visible roots darker than mid-length and ends (light brown to auburn), skin tone is fair with diffuse erythema ... | The photo of a realistic face of a presumed female, estimated age 40–50 years, with light-to-medium Caucasian features. ['overview'] Face shape is oval to slightly round; hair is medium-length, parted left-of-center, with visible roots darker than mid-length and ends (light brown to auburn), skin tone is fair with diff... |
FFHQ-img/14208.jpg | FFHQ-sketch/14208_edges.jpg | The photo of a realistic face of a perceived female, estimated age 20–30 years, with fair to light-medium Caucasian-appearing features. Face shape is oval with soft contours; hair is pulled back from the forehead, revealing a smooth skin tone with even texture and no visible blemishes, scars, or tattoos; slight natural... | The photo of a realistic face of a perceived female, estimated age 20–30 years, with fair to light-medium Caucasian-appearing features. ['overview'] Face shape is oval with soft contours; hair is pulled back from the forehead, revealing a smooth skin tone with even texture and no visible blemishes, scars, or tattoos; s... |
FFHQ-img/11480.jpg | FFHQ-sketch/11480_edges.jpg | The photo of a realistic face of a perceived female, estimated age 16–22 years, with fair complexion and features consistent with Northern European ancestry. Face shape is oval with moderate jawline definition; hair is medium-length, wavy, light blond with subtle warmer undertones near the roots and cooler ash tones at... | The photo of a realistic face of a perceived female, estimated age 16–22 years, with fair complexion and features consistent with Northern European ancestry. ['overview'] Face shape is oval with moderate jawline definition; hair is medium-length, wavy, light blond with subtle warmer undertones near the roots and cooler... |
FFHQ-img/38452.jpg | FFHQ-sketch/38452_edges.jpg | The photo of a realistic face of a perceived male, estimated age 30–40 years, with fair complexion and features consistent with Northern European ancestry. Face shape is oval to slightly rounded with moderate cheek fullness; short, light blond hair receding at temples; skin tone is pale with diffuse freckling across no... | The photo of a realistic face of a perceived male, estimated age 30–40 years, with fair complexion and features consistent with Northern European ancestry. ['overview'] Face shape is oval to slightly rounded with moderate cheek fullness; short, light blond hair receding at temples; skin tone is pale with diffuse freckl... |
FFHQ-img/04071.jpg | FFHQ-sketch/04071_edges.jpg | The photo of a realistic face of a Black adult female, estimated age 25–35 years, with medium-dark brown skin showing slight sheen and fine texture, no visible scars or tattoos. Facial shape is oval with moderate cheekbone definition; hair is styled in long, tight two-strand twists (braids) incorporating dark brown bas... | The photo of a realistic face of a Black adult female, estimated age 25–35 years, with medium-dark brown skin showing slight sheen and fine texture, no visible scars or tattoos. ['overview'] Facial shape is oval with moderate cheekbone definition; hair is styled in long, tight two-strand twists (braids) incorporating d... |
FFHQ-img/59238.jpg | FFHQ-sketch/59238_edges.jpg | The photo of a realistic face of a female child, estimated age 8–12 years, with perceived South Asian or mixed South Asian/Latinx ancestry. Face shape is oval with moderate cheek fullness; hair is dark brown, shoulder-length, wavy, and parted centrally; skin tone is light-to-medium olive with even texture and no visibl... | The photo of a realistic face of a female child, estimated age 8–12 years, with perceived South Asian or mixed South Asian/Latinx ancestry. ['overview'] Face shape is oval with moderate cheek fullness; hair is dark brown, shoulder-length, wavy, and parted centrally; skin tone is light-to-medium olive with even texture ... |
FFHQ-img/06006.jpg | FFHQ-sketch/06006_edges.jpg | The photo of a realistic face of a male, estimated age 35–45 years, perceived as of European descent. Face shape is oval with moderate cheekbone definition; hair is medium-length, tightly curled, light blond to honey-blonde with warm undertones, framing the face; skin tone is fair with visible diffuse erythema across c... | The photo of a realistic face of a male, estimated age 35–45 years, perceived as of European descent. ['overview'] Face shape is oval with moderate cheekbone definition; hair is medium-length, tightly curled, light blond to honey-blonde with warm undertones, framing the face; skin tone is fair with visible diffuse eryt... |
FFHQ-img/61766.jpg | FFHQ-sketch/61766_edges.jpg | The photo of a realistic face of a female infant, estimated age 3–6 months, with fair complexion and features consistent with European ancestry. Face shape is rounded with full cheeks; hair is very short, fine, and light brown with sparse frontal hairline; skin tone is pale with mild erythema on cheeks and smooth textu... | The photo of a realistic face of a female infant, estimated age 3–6 months, with fair complexion and features consistent with European ancestry. ['overview'] Face shape is rounded with full cheeks; hair is very short, fine, and light brown with sparse frontal hairline; skin tone is pale with mild erythema on cheeks and... |
FFHQ-img/23286.jpg | FFHQ-sketch/23286_edges.jpg | The photo of a realistic face of a male, estimated age 60–70 years, perceived as White/Caucasian. Oval facial shape with moderate skin texture showing fine lines and mild sun-induced hyperpigmentation; short, predominantly gray hair with residual dark strands at temples; no visible scars, tattoos, or birthmarks. | The photo of a realistic face of a male, estimated age 60–70 years, perceived as White/Caucasian. ['overview'] Oval facial shape with moderate skin texture showing fine lines and mild sun-induced hyperpigmentation; short, predominantly gray hair with residual dark strands at temples; no visible scars, tattoos, or birth... |
FFHQ-img/66481.jpg | FFHQ-sketch/66481_edges.jpg | The photo of a realistic face of a male, estimated age 20–30 years, perceived as Hispanic or Latino ethnicity. Oval facial shape with medium-length dark brown hair styled upward and slightly swept back, light olive skin tone with visible pores and mild sebum shine on the T-zone, no visible scars, tattoos, or birthmarks... | The photo of a realistic face of a male, estimated age 20–30 years, perceived as Hispanic or Latino ethnicity. ['overview'] Oval facial shape with medium-length dark brown hair styled upward and slightly swept back, light olive skin tone with visible pores and mild sebum shine on the T-zone, no visible scars, tattoos, ... |
FFHQ-img/45192.jpg | FFHQ-sketch/45192_edges.jpg | The photo of a realistic face of a perceived female, estimated age 20–30 years, with perceived African ancestry. Face shape is oval with moderate cheekbone definition; hair is styled in thick, coiled two-tone locs (dark brown to black roots transitioning to medium brown tips), framing the face symmetrically; skin tone ... | The photo of a realistic face of a perceived female, estimated age 20–30 years, with perceived African ancestry. ['overview'] Face shape is oval with moderate cheekbone definition; hair is styled in thick, coiled two-tone locs (dark brown to black roots transitioning to medium brown tips), framing the face symmetricall... |
FFHQ-img/55711.jpg | FFHQ-sketch/55711_edges.jpg | The photo of a realistic face of a young adult male, estimated age 18–25, with perceived South Asian or Middle Eastern ancestry. Face shape is oval with moderate jawline definition; short dark hair with slight natural wave and visible frontal hairline recession; skin tone is light olive with fine texture, minor sebaceo... | The photo of a realistic face of a young adult male, estimated age 18–25, with perceived South Asian or Middle Eastern ancestry. ['overview'] Face shape is oval with moderate jawline definition; short dark hair with slight natural wave and visible frontal hairline recession; skin tone is light olive with fine texture, ... |
FFHQ-img/41392.jpg | FFHQ-sketch/41392_edges.jpg | The photo of a realistic face of a young adult female, estimated age 20–30 years, perceived East Asian ethnicity. Face shape is oval with moderate cheekbone definition; hair is dark brown to black, partially framing the face with loose strands near temples; skin tone is light to medium with even texture and slight diff... | The photo of a realistic face of a young adult female, estimated age 20–30 years, perceived East Asian ethnicity. ['overview'] Face shape is oval with moderate cheekbone definition; hair is dark brown to black, partially framing the face with loose strands near temples; skin tone is light to medium with even texture an... |
FFHQ-img/17684.jpg | FFHQ-sketch/17684_edges.jpg | The photo of a realistic face of a perceived female, estimated age 20–30 years, with fair complexion and features consistent with Northern European ancestry. Oval facial shape, straight medium-length light reddish-blonde hair framing the face, fair skin with scattered light freckles across nose and cheeks, and a small ... | The photo of a realistic face of a perceived female, estimated age 20–30 years, with fair complexion and features consistent with Northern European ancestry. ['overview'] Oval facial shape, straight medium-length light reddish-blonde hair framing the face, fair skin with scattered light freckles across nose and cheeks,... |
FFHQ-img/12946.jpg | FFHQ-sketch/12946_edges.jpg | The photo of a realistic face of a male, estimated age 60–70 years, perceived as Caucasian. Face shape is oval with moderate jawline definition; short, neatly combed brown hair with prominent graying at temples and crown; skin tone is fair with visible fine lines, mild erythema on cheeks and nose, and scattered solar l... | The photo of a realistic face of a male, estimated age 60–70 years, perceived as Caucasian. ['overview'] Face shape is oval with moderate jawline definition; short, neatly combed brown hair with prominent graying at temples and crown; skin tone is fair with visible fine lines, mild erythema on cheeks and nose, and scat... |
FFHQ-img/36790.jpg | FFHQ-sketch/36790_edges.jpg | The photo of a realistic face of a young adult female, estimated age 20–30 years, perceived East Asian ethnicity. Face shape is oval with soft contours; hair is long, straight, and parted slightly off-center, framing the face; skin tone is light beige with even texture and no visible blemishes or scars; no facial pierc... | The photo of a realistic face of a young adult female, estimated age 20–30 years, perceived East Asian ethnicity. ['overview'] Face shape is oval with soft contours; hair is long, straight, and parted slightly off-center, framing the face; skin tone is light beige with even texture and no visible blemishes or scars; no... |
FFHQ-img/41529.jpg | FFHQ-sketch/41529_edges.jpg | The photo of a realistic face of a male, estimated age 50–60 years, perceived as White/Caucasian. Face shape is oval with moderate jawline definition; short, textured dark brown hair with prominent gray/silver streaking at temples and crown; skin tone is fair with visible fine lines around eyes and mouth, mild erythema... | The photo of a realistic face of a male, estimated age 50–60 years, perceived as White/Caucasian. ['overview'] Face shape is oval with moderate jawline definition; short, textured dark brown hair with prominent gray/silver streaking at temples and crown; skin tone is fair with visible fine lines around eyes and mouth, ... |
FFHQ-img/55388.jpg | FFHQ-sketch/55388_edges.jpg | The photo of a realistic face of a perceived female, estimated age 35–45 years, with perceived Caucasian ethnicity. Face shape is oval to slightly round with moderate fullness in the midface and jawline; hair is shoulder-length, dark brown with subtle auburn highlights, cut in a layered bob with soft framing around the... | The photo of a realistic face of a perceived female, estimated age 35–45 years, with perceived Caucasian ethnicity. ['overview'] Face shape is oval to slightly round with moderate fullness in the midface and jawline; hair is shoulder-length, dark brown with subtle auburn highlights, cut in a layered bob with soft frami... |
FFHQ-img/17510.jpg | FFHQ-sketch/17510_edges.jpg | The photo of a realistic face of an older adult male, estimated age 65–75 years, perceived as White/Caucasian. Face shape is oval to slightly rounded with moderate jawline definition; short, predominantly white hair with sparse gray-black admixture at temples; skin tone light with visible erythema on forehead and cheek... | The photo of a realistic face of an older adult male, estimated age 65–75 years, perceived as White/Caucasian. ['overview'] Face shape is oval to slightly rounded with moderate jawline definition; short, predominantly white hair with sparse gray-black admixture at temples; skin tone light with visible erythema on foreh... |
FFHQ-img/57451.jpg | FFHQ-sketch/57451_edges.jpg | The photo of a realistic face of a male, estimated age 35–45 years, perceived as Caucasian. Face shape is oval with moderate jawline definition; hair is short to medium-length, light brown with scattered gray strands, skin tone is fair with mild erythema on cheeks and visible fine pores, no prominent scars or tattoos v... | The photo of a realistic face of a male, estimated age 35–45 years, perceived as Caucasian. ['overview'] Face shape is oval with moderate jawline definition; hair is short to medium-length, light brown with scattered gray strands, skin tone is fair with mild erythema on cheeks and visible fine pores, no prominent scars... |
FFHQ-img/23672.jpg | FFHQ-sketch/23672_edges.jpg | The photo of a realistic face of a perceived female, estimated age 18–25, with fair complexion and features consistent with Caucasian ancestry. Face shape is oval with moderate cheekbone definition; hair is shoulder-length, light brown with blonde highlights, appearing damp or styled with product; skin tone is pale wit... | The photo of a realistic face of a perceived female, estimated age 18–25, with fair complexion and features consistent with Caucasian ancestry. ['overview'] Face shape is oval with moderate cheekbone definition; hair is shoulder-length, light brown with blonde highlights, appearing damp or styled with product; skin ton... |
FFHQ-img/58315.jpg | FFHQ-sketch/58315_edges.jpg | The photo of a realistic face of a male, estimated age 55–65 years, perceived as Middle Eastern or Southern European descent. Face shape is oval to slightly rectangular with moderate jawline definition; short-cropped hair with visible scalp showing thinning on crown and frontal hairline recession; skin tone is light ol... | The photo of a realistic face of a male, estimated age 55–65 years, perceived as Middle Eastern or Southern European descent. ['overview'] Face shape is oval to slightly rectangular with moderate jawline definition; short-cropped hair with visible scalp showing thinning on crown and frontal hairline recession; skin ton... |
FFHQ-img/14424.jpg | FFHQ-sketch/14424_edges.jpg | The photo of a realistic face of an adult male, estimated age 25–35 years, perceived East Asian ethnicity. Facial shape is oval with moderate jawline definition; short dark hair with faded sides and slightly longer top, skin tone light beige with even texture and no visible blemishes or scars. | The photo of a realistic face of an adult male, estimated age 25–35 years, perceived East Asian ethnicity. ['overview'] Facial shape is oval with moderate jawline definition; short dark hair with faded sides and slightly longer top, skin tone light beige with even texture and no visible blemishes or scars. ['hair'] Hai... |
FFHQ-img/11953.jpg | FFHQ-sketch/11953_edges.jpg | The photo of a realistic face of a young adult male, estimated age 18–25, with perceived African ancestry. Face shape is oval with moderate jawline definition; short, tightly coiled black hair with a clean fade on the sides and back; skin tone is medium-dark brown with even texture and slight sheen on the forehead and ... | The photo of a realistic face of a young adult male, estimated age 18–25, with perceived African ancestry. ['overview'] Face shape is oval with moderate jawline definition; short, tightly coiled black hair with a clean fade on the sides and back; skin tone is medium-dark brown with even texture and slight sheen on the ... |
FFHQ-img/61164.jpg | FFHQ-sketch/61164_edges.jpg | The photo of a realistic face of a perceived male, estimated age 45–55 years, with perceived Caucasian ethnicity. Face shape is oval to slightly rectangular with moderate jawline definition; short, dark brown hair with visible graying at temples and crown, receding hairline; skin tone light with diffuse erythema on for... | The photo of a realistic face of a perceived male, estimated age 45–55 years, with perceived Caucasian ethnicity. ['overview'] Face shape is oval to slightly rectangular with moderate jawline definition; short, dark brown hair with visible graying at temples and crown, receding hairline; skin tone light with diffuse er... |
FFHQ-img/27182.jpg | FFHQ-sketch/27182_edges.jpg | The photo of a realistic face of an elderly female, estimated age 75–85 years, perceived as White/Caucasian. Face shape is oval with moderate vertical elongation; short, voluminous brown hair with visible gray at temples and crown; skin tone is fair with diffuse erythema on cheeks and nose, fine wrinkling around eyes a... | The photo of a realistic face of an elderly female, estimated age 75–85 years, perceived as White/Caucasian. ['overview'] Face shape is oval with moderate vertical elongation; short, voluminous brown hair with visible gray at temples and crown; skin tone is fair with diffuse erythema on cheeks and nose, fine wrinkling ... |
FFHQ-img/67231.jpg | FFHQ-sketch/67231_edges.jpg | The photo of a realistic face of a male child, estimated age 6–9 years, with perceived Indigenous American or mestizo ancestry. Face shape is rounded with full cheeks; short, dark hair appears slightly damp and tousled; skin tone is light-to-medium brown with visible pores and mild erythema on the cheeks and nose; no v... | The photo of a realistic face of a male child, estimated age 6–9 years, with perceived Indigenous American or mestizo ancestry. ['overview'] Face shape is rounded with full cheeks; short, dark hair appears slightly damp and tousled; skin tone is light-to-medium brown with visible pores and mild erythema on the cheeks a... |
FFHQ-img/65644.jpg | FFHQ-sketch/65644_edges.jpg | The photo of a realistic face of a perceived female, estimated age 60–75 years, with perceived European (Caucasian) ancestry. Face shape is oval to slightly round with moderate cheek fullness; hair is short, voluminous, and styled in tight curls framing the face; skin tone is fair with visible fine lines, mild hyperpig... | The photo of a realistic face of a perceived female, estimated age 60–75 years, with perceived European (Caucasian) ancestry. ['overview'] Face shape is oval to slightly round with moderate cheek fullness; hair is short, voluminous, and styled in tight curls framing the face; skin tone is fair with visible fine lines, ... |
FFHQ-img/22632.jpg | FFHQ-sketch/22632_edges.jpg | The photo of a realistic face of a male, estimated age 20–30 years, perceived as Caucasian or Southern European descent. Facial shape is oval with moderate jawline definition; short dark brown hair with visible texture and slight sheen, skin tone light beige with scattered faint freckles across nose and cheeks, no visi... | The photo of a realistic face of a male, estimated age 20–30 years, perceived as Caucasian or Southern European descent. ['overview'] Facial shape is oval with moderate jawline definition; short dark brown hair with visible texture and slight sheen, skin tone light beige with scattered faint freckles across nose and ch... |
FFHQ-img/20784.jpg | FFHQ-sketch/20784_edges.jpg | The photo of a realistic face of a male, estimated age 45–55 years, perceived as White/Caucasian. Face shape is oval with moderate jawline definition; short dark brown hair with visible gray at temples and receding hairline; skin tone light beige with mild textural variation including fine pores, slight sebaceous shine... | The photo of a realistic face of a male, estimated age 45–55 years, perceived as White/Caucasian. ['overview'] Face shape is oval with moderate jawline definition; short dark brown hair with visible gray at temples and receding hairline; skin tone light beige with mild textural variation including fine pores, slight se... |
FFHQ-img/48560.jpg | FFHQ-sketch/48560_edges.jpg | The photo of a realistic face of a male, estimated age 20–30 years, perceived as Caucasian. Face shape is oval with moderate jawline definition; hair is dark brown, medium-length, wavy, and slightly tousled; skin tone is fair with visible light freckling across the nose and cheeks, and fine vellus hair on upper lip and... | The photo of a realistic face of a male, estimated age 20–30 years, perceived as Caucasian. ['overview'] Face shape is oval with moderate jawline definition; hair is dark brown, medium-length, wavy, and slightly tousled; skin tone is fair with visible light freckling across the nose and cheeks, and fine vellus hair on ... |
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ID-FFHQ
Identity-filtered FFHQ subset with paired face images, edge sketches, 32×32 low-resolution references, identity labels, and text prompts.
Source images are derived from Flickr-Faces-HQ (FFHQ).
Contents
| Split | Samples | Metadata |
|---|---|---|
| train | 23,256 | metadata/data_info_FFHQ.json |
| test | 2,583 | metadata/data_info_FFHQ_test.json |
| total | 25,839 | front-face / single-face filtered from 70,000 FFHQ images |
Each train/test record:
{
"path": "FFHQ-img/17946.jpg",
"control_image": "FFHQ-sketch/17946_edges.jpg",
"prompt": "...",
"long_prompt": "..."
}
| Folder | Files | Resolution | Notes |
|---|---|---|---|
FFHQ-img |
25,839 JPG | 1024×1024 | train + test faces |
FFHQ-sketch |
27,459 JPG | 256×256 | Canny/edge maps ({id}_edges.jpg); 1,620 extra sketches without a kept face |
FFHQ-hdLQ |
23,256 PNG | 32×32 | low-res reference, train only |
Other metadata:
metadata/identity_FFHQ.txt—filename identity_id(27,459 lines, 21,858 identities)metadata/FFHQ_filter_result.jsonl— filter reason for all 70,000 FFHQ imagesshards_manifest.json— zip shard index
Image shards (10,000 files / zip)
Images are packed with ZIP_STORED (no recompression) so JPEG/PNG bytes stay bit-identical.
images/FFHQ-img-00000-of-00003.zip
images/FFHQ-img-00001-of-00003.zip
images/FFHQ-img-00002-of-00003.zip
images/FFHQ-sketch-00000-of-00003.zip
...
images/FFHQ-hdLQ-00000-of-00003.zip
Each zip stores paths like FFHQ-img/00004.jpg. Extracting every zip into one directory restores the original layout.
Reconstruct local folders
from pathlib import Path
from zipfile import ZipFile
from huggingface_hub import snapshot_download
root = Path(snapshot_download("uglasses/ID-FFHQ", repo_type="dataset"))
out = Path("ID-FFHQ")
out.mkdir(exist_ok=True)
for zpath in sorted((root / "images").glob("*.zip")):
with ZipFile(zpath) as zf:
zf.extractall(out)
# copy metadata next to the image folders
import shutil
shutil.copytree(root / "metadata", out, dirs_exist_ok=True)
After extraction:
ID-FFHQ/
FFHQ-img/
FFHQ-sketch/
FFHQ-hdLQ/
data_info_FFHQ.json
data_info_FFHQ_test.json
identity_FFHQ.txt
FFHQ_filter_result.jsonl
Load metadata
import json
from pathlib import Path
root = Path("ID-FFHQ")
train = json.loads((root / "data_info_FFHQ.json").read_text(encoding="utf-8"))
sample = train[0]
image_path = root / sample["path"]
sketch_path = root / sample["control_image"]
prompt = sample["prompt"]
Filter statistics (70,000 FFHQ)
| Reason | Count |
|---|---|
| Yes (kept) | 25,839 |
| Not front face | 29,131 |
| Multiple faces | 13,154 |
| AdaFace Insensitive | 1,615 |
| AI Low Quality | 236 |
| AdaFace detection | 17 |
| Blocked by VLM | 8 |
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