Static demo — recorded outputs, no live backends.Run it yourself on GitHubdragonhound.dev
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Argus Lens

Structured image captioning for training & generation

Recorded
Recorded demo — one real argus-lens caption run, replayed below. The parameters show what each knob does; changing them needs a running argus-lens. Run it yourself: github.com/smk762/argus-studio
Enabled
Two children building a campfire on grass, two blue tents and trees behind (third-party photo, not redistributed).
Backend:hybrid
Export:

Caption Variants

DERIVED TRAINING CAPTION

short_hair, brown_hair, long_sleeves, day, blurry, tree, grass, denim

TRAINING

sitting, jacket, blurry_background, background, shows, girls, around, campfire

ZERO-SHOT

several rocks and sticks scattered around the fire, and the girls are looking at it intently, the overall mood of the image is peaceful and serene, short_hair, brown_hair, long_sleeves, day, blurry, tree, grass, denim

IDENTITY

short_hair, brown_hair, long_sleeves, day, blurry, tree, grass, denim

WARDROBE

short_hair, brown_hair, long_sleeves, sitting, two young girls sitting around a campfire in a grassy area with two blue tents in the background, shirt, jacket

SETTING

short_hair, brown_hair, long_sleeves, sitting, two young girls sitting around a campfire in a grassy area with two blue tents in the background

LIGHTING

short_hair, brown_hair, long_sleeves, sitting, they are both holding wooden sticks and appear to be preparing a fire, shirt

ACTION

short_hair, brown_hair, long_sleeves, sitting, two young girls sitting around a campfire in a grassy area with two blue tents in the background

WD14 TAGS

24 tags
− general− sensitive− 1girl+ short hair+ brown hair− shirt− long sleeves− 1boy− sitting− jacket− outdoors− shoes− day− pants− blurry− tree− blurry background− grass− denim− red shirt− sneakers− jeans− rock− blue pants

general, sensitive, 1girl, short_hair, brown_hair, shirt, long_sleeves, 1boy, sitting, jacket, outdoors, shoes, day, pants, blurry, tree, blurry_background, grass, denim, red_shirt, sneakers, jeans, rock, blue_pants

HYBRID

The image shows two young girls sitting around a campfire in a grassy area with two blue tents in the background. The girl on the left is wearing a blue sweatshirt and is kneeling on the ground, while the girl in the red shirt is kneeling next to her. They are both holding wooden sticks and appear to be preparing a fire. There are several rocks and sticks scattered around the fire, and the girls are looking at it intently. The trees in the distance are tall and green, suggesting that they are in a wooded area. The overall mood of the image is peaceful and serene.

Removed phrases

+ general+ sensitive+ 1girl+ 1boy+ the image shows+ there are+ sneakers+ rock+ several rocks and sticks scattered around the fire, and the girls are looking at it intently+ the overall mood of the image is peaceful and serene+ sitting+ two young girls sitting around a campfire in a grassy area with two blue tents in the background+ they are both holding wooden sticks and appear to be preparing a fire+ jacket+ shoes+ pants+ red_shirt+ jeans+ blue_pants+ the girl on the left is wearing a blue sweatshirt and is kneeling on the ground, while the girl in the red shirt is kneeling next to her+ the trees in the distance are tall and green, suggesting that they are in a wooded area+ shirt+ blurry_background+ outdoors+ day+ blurry+ tree+ grass+ denim+ long_sleeves

Compaction notes

  • Stripped rating/meta tags that have no training value.
  • Trimmed lower-priority fragments to keep captions compact.
  • Suppressed identity traits for training variant (learned visually).