Datasets:

RASHID778
/

king-image-stickmann

text string
a stickman walking in a strong manner, simple black and white stick figure line drawing
a stickman walks and stops, simple black and white stick figure line drawing
a stickman walks forward several steps, simple black and white stick figure line drawing
a stickman is really hung over, simple black and white stick figure line drawing
a stickman walks at a normal pace, simple black and white stick figure line drawing
a stickman walks forward before turning around and walking back, simple black and white stick figure line drawing
a stickman is using a hand saw, simple black and white stick figure line drawing
a stickman walks backward while staring at the floor, simple black and white stick figure line drawing
a stickman walks forward slowly, simple black and white stick figure line drawing
a stickman reaches towards his left hip to slide something across a table, simple black and white stick figure line drawing
a stickman is kicking with his right and left foot, simple black and white stick figure line drawing
a stickman raisedthe hands and put it down, simple black and white stick figure line drawing
a stickman slowly walks forward, simple black and white stick figure line drawing
a stickman throws something with their left hand, simple black and white stick figure line drawing
a stickman does a drunk test, simple black and white stick figure line drawing
a stickman is cutting a banana, simple black and white stick figure line drawing
a stickman puts their left hand on their head while stumbling, simple black and white stick figure line drawing
a stickman crawls on their hands and feet, then stands up, simple black and white stick figure line drawing
a stickman takes a step down, simple black and white stick figure line drawing
a stickman: this person slowly walks forward, simple black and white stick figure line drawing
a stickman is crouched down, simple black and white stick figure line drawing
a stickman is walking wobbling forward, simple black and white stick figure line drawing
a stickman is doing a dance like a ballerina, simple black and white stick figure line drawing
a stickman moves his right hand, simple black and white stick figure line drawing
a stickman holds up their hands and moves back and forth while looking up, simple black and white stick figure line drawing
a stickman slowly walked forward, and return, simple black and white stick figure line drawing
a stickman: throw toss pass to heavy hamada, simple black and white stick figure line drawing
a stickman stirs with the left hand, simple black and white stick figure line drawing
a stickman is making hand gestures, simple black and white stick figure line drawing
a stickman: this person appears to be wiping a surface with his right hand, simple black and white stick figure line drawing
a stickman briskly walks in an anti counterclockwise direction, simple black and white stick figure line drawing
a stickman walks forward swinging their arms, simple black and white stick figure line drawing
a stickman is getting ready to throw a ball, simple black and white stick figure line drawing
a stickman is taking something then throwing it, simple black and white stick figure line drawing
a stickman rapidly sidesteps to the left, simple black and white stick figure line drawing
a stickman gets down on all fours and crawls forward, simple black and white stick figure line drawing
a stickman jumps and does a half turn counter counterclockwise, simple black and white stick figure line drawing
a stickman walks in a circle, simple black and white stick figure line drawing
a stickman is moving something with both arms, simple black and white stick figure line drawing
a stickman walking slow diagonally to the left, simple black and white stick figure line drawing
a stickman hops on one leg in a circle, simple black and white stick figure line drawing
a stickman is standing there and walking around, simple black and white stick figure line drawing
a stickman is singing loudly while walking forward, simple black and white stick figure line drawing
a stickman stirs with his left hand, simple black and white stick figure line drawing
a stickman seems to be moving an item from the left to the right, simple black and white stick figure line drawing
a stickman slowly climbs up a step by holding it, and then climbs back down, simple black and white stick figure line drawing
a stickman is balancing on one leg and holding the other, simple black and white stick figure line drawing
a stickman swings their left arm in a circle, then swings it in a circle backwards, simple black and white stick figure line drawing
a stickman wipes in a circular movement with right hand, simple black and white stick figure line drawing
a stickman cleaning up the house, simple black and white stick figure line drawing
a stickman puts a seatbelt around their waist, simple black and white stick figure line drawing
a stickman raised the left hand and did something, simple black and white stick figure line drawing
a stickman is kicking something, simple black and white stick figure line drawing
a stickman: shaking the hands some thing on the hands, simple black and white stick figure line drawing
a stickman walks while curving towards the left, simple black and white stick figure line drawing
a stickman makes a left turn, simple black and white stick figure line drawing
a stickman: moving arms in and out then bending down, simple black and white stick figure line drawing
a stickman spins their arms around as if getting ready to exercise, simple black and white stick figure line drawing
a stickman is practicing boxing techniques, simple black and white stick figure line drawing
a stickman picks up something on his left and sets it down on his right, simple black and white stick figure line drawing
a stickman has both of his arms raised in the air, simple black and white stick figure line drawing
a stickman is doing the cha cha, simple black and white stick figure line drawing
a stickman acts out a flying insect, simple black and white stick figure line drawing
a stickman raised the both hand and made some jesture, simple black and white stick figure line drawing
a stickman bends right elbow, bringing their hand above shoulder, simple black and white stick figure line drawing
a stickman: lifts left foot to right knee then lifts right foot to left knee, simple black and white stick figure line drawing
a stickman lifts something with his hands, and then places it back, simple black and white stick figure line drawing
a stickman is walking in a circle, simple black and white stick figure line drawing
a stickman takes large steps to his right and left, simple black and white stick figure line drawing
a stickman raises an object to their mouth two times, simple black and white stick figure line drawing
a stickman rotates his writsts in front of him, then off to the side, then moves his left and right legs, simple black and white stick figure line drawing
a stickman with his right arm up looks around, sticks both arms out, and bends over, seeming to represent a teapot, simple black and white stick figure line drawing
a stickman slowly walked forward, simple black and white stick figure line drawing
a stickman takes one step forward, simple black and white stick figure line drawing
a stickman: robot touched his face with left hand, simple black and white stick figure line drawing
a stickman appears to throw something with his right hand then catch something with both hands, simple black and white stick figure line drawing
a stickman walks while putting their hands on something for support, simple black and white stick figure line drawing
a stickman walks forward moving hands and neck, simple black and white stick figure line drawing
a stickman makes several hand gestures and appears to move objects around, simple black and white stick figure line drawing
a stickman performing bicep curls with both hand, simple black and white stick figure line drawing
a stickman runs forward and then suddenly cuts right and keeps running, simple black and white stick figure line drawing
a stickman is drying the back of his left leg, simple black and white stick figure line drawing
a stickman is making gestures, simple black and white stick figure line drawing
a stickman throws something with its left hand, then catches something with both hands, simple black and white stick figure line drawing
a stickman is throwing some thing hard with his right hand, simple black and white stick figure line drawing
a stickman looks like he’s boxing and dancing around, simple black and white stick figure line drawing
a stickman is doing cart wheels, simple black and white stick figure line drawing
a stickman who seems to perform a karate kata exercise, simple black and white stick figure line drawing
a stickman crosses their arms in fear, simple black and white stick figure line drawing
a stickman: sitting down with hands near face, simple black and white stick figure line drawing
a stickman throws something upwards with both arms, simple black and white stick figure line drawing
a stickman walks forward, spins right, and walks back, simple black and white stick figure line drawing
a stickman walks forward in a southern direction, seems to stumble backwards, then continues walking forwards, simple black and white stick figure line drawing
a stickman walks forward, stumbles to the left, then continues walking forward, simple black and white stick figure line drawing
a stickman walks while slightly turning clockwise, simple black and white stick figure line drawing
a stickman trying to strike a pose, simple black and white stick figure line drawing
a stickman is moving their wrists and ankles. looks like they're beginning to exercise, simple black and white stick figure line drawing
a stickman walks in a counter counterclockwise circle, then begins to jog, simple black and white stick figure line drawing
a stickman is sitting down cross legged, simple black and white stick figure line drawing
a stickman raised his hand, and leaned it near to face, simple black and white stick figure line drawing

End of preview.

KING2 Stickman Dataset — 10,085 images

Curated dataset of stick-figure images with English captions, built for training the KING2-IMAGE SDXL LoRA — model RASHID778/king2-image, adapter stickman.

Two parts with different licenses — see the License section before reuse:

Range	Count	Source	License
`images/000000.png` – `009999.png`	10,000	HumanML3D motion-capture renders (synthetic skeleton)	Research use — see below
`images_commons/010000.png` – `010084.png`	85	Real illustrations, Wikimedia Commons	Per-image CC0/PD/CC BY/CC BY-SA — see `ATTRIBUTION.md`

Note: the Commons addition lives in a separate images_commons/ / captions_commons/ directory pair, not inside images/ — Hugging Face caps git directories at 10,000 files, and images/ is already exactly at that cap.

Sources

Source	Contribution
Deepthought42424/humanml3d_stick_figures_5_frames	29,228 motion sequences (832,864 frames scanned) — primary image source
hassanjbara/humanml3d_stick_figures	21 sequences (subset of the same corpus, deduplicated by sample_id)
HumanML3D texts	official motion descriptions used as captions (keyed by sample_id)
Wikimedia Commons	85 real hand-drawn / vector stickman illustrations, individually license-verified (see `ATTRIBUTION.md`)

A wider search of Hugging Face, Kaggle and GitHub (keywords: stickman, stick figure, line drawing, skeleton drawing, stickman pose/action…) found no other public dataset of comparable scale and usable licensing for the primary 10,000-image corpus.

Pipeline (images 000000–009999)

Frame selection — for every motion sequence, 3 candidate frames at 30/50/70% of the motion were decoded and the highest-scoring mid-action pose kept (1 image per sequence, maximizing pose diversity).
Quality scoring (1–10) — heuristic on ink ratio, contrast (std), figure bounding-box coverage and edge clipping. Only images with score ≥ 8 were kept.
Deduplication — exact + near-duplicate removal via 256-bit dHash with 32-bit-band LSH (Hamming ≤ 12): 5,936 near-duplicates removed (23,292 unique remained).
Standardization — every image converted to 1024×1024, RGB, PNG (source frames are square 512×512 renders; LANCZOS upscale — lossless in practice for line art).
Captioning — the official HumanML3D text for each motion, rewritten to stickman phrasing (e.g. "a person is taking a picture" → "a stickman is taking a picture, simple black and white stick figure line drawing"), plus derived action tags.
Final selection — top 10,000 by quality score.

Addition (images 010000–010084): real Wikimedia Commons illustrations

The pipeline above produces motion-capture-derived skeleton poses only (see Known limitations below). To add real hand-drawn/vector stickman art, Wikimedia Commons was searched (category Stick figures + full-text search for "stickman"/"stick figure"/"Strichfigur"), and every candidate's imageinfo license metadata was fetched via the Commons API and checked programmatically — only files tagged Public Domain, CC0, CC BY, or CC BY-SA (with no "trademarked"/other restriction flag) were kept. Results were then manually filtered for actual relevance (excluding lookalike matches like ancient pottery depicting a "youth with a stick", museum walking-stick artifacts, and real-world hazard-sign photography) and for safe subject matter. Each kept image was normalized to 1024×1024 RGB PNG (aspect-preserving resize, centered on a white canvas, matching the rest of the dataset) and captioned from its Commons title.

Full per-image attribution (author, license, source link) is in ATTRIBUTION.md — required reading before reuse, since CC BY / CC BY-SA require attribution and ShareAlike compliance on redistribution.

Structure

dataset/
├── images/              10,000 × 1024×1024 RGB PNG (000000.png … 009999.png) — HumanML3D
├── captions/             one .txt caption per image (same basename)
├── images_commons/        85 × 1024×1024 RGB PNG (010000.png … 010084.png) — Wikimedia Commons
├── captions_commons/       one .txt caption per image (same basename)
├── metadata.jsonl          file_name, caption, tags, source, + per-source fields (all 10,085 rows)
├── ATTRIBUTION.md           per-image author/license/source for images_commons/*
└── README.md

metadata.jsonl examples

HumanML3D-derived (000000–009999):

{"file_name": "images/000000.png", "caption": "a stickman walking in a strong manner, simple black and white stick figure line drawing", "tags": ["stickman", "stick figure", "pose", "line drawing", "minimal", "black and white", "walking"], "quality_score": 10, "source": "humanml3d_stick_figures_5_frames", "sample_id": "...", "frame_index": 12}

Wikimedia Commons addition (010000–010084):

{"file_name": "images_commons/010000.png", "caption": "a stickman illustration, simple black and white stick figure line drawing", "tags": ["stickman", "stick figure", "wikimedia-commons", "real-illustration"], "source": "wikimedia_commons", "commons_title": "File:HD@DH.nrw Strichfigur 1.svg", "commons_url": "https://commons.wikimedia.org/wiki/File:HD@DH.nrw_Strichfigur_1.svg", "license": "CC BY 4.0", "license_url": "...", "artist": "HD@DH.nrw | Michelle Dahlmanns"}

Known limitations

Single visual style (000000–009999): all HumanML3D-derived images are thick-stroke skeleton renders on white — no head circle, no colors, no backgrounds, no objects. The 85-image Commons addition partially addresses this with real illustrated stick-figure art, but is still a small sample relative to the main corpus.
Single figure per image (000000–009999): HumanML3D motions are single-person; no multi-figure scenes (a few images in the Commons addition do show multiple figures).
License is mixed — read before reuse:
- images/000000.png–009999.png: HumanML3D derives from AMASS/HumanAct12, which carry academic/research licenses. The upstream HF datasets declare no explicit license. Treat this range as research use; review licensing before commercial deployment.
- images/010000.png–010084.png: each image is individually Public Domain, CC0, CC BY, or CC BY-SA — see ATTRIBUTION.md for the exact license and required attribution per file. CC BY-SA files impose ShareAlike obligations on redistribution of derivative datasets (not on model weights trained from them).

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