Download all poses at https://old.reddit.com/r/unstable_diffusion/comments/1xhfrxq/how_to_use_pose_reference_images_to_create/

A developer published a standard-library Python script that scrapes every original-size PNG from the ai-pose-gallery.pages.dev pose reference site and sorts the images into folders by the site's own series and category metadata. The script downloads in parallel with six workers, resumes by skipping existing files, and emits a catalog.csv mapping file names to Japanese pose names, categories, and angles, plus optional keyword-based focus folders built as hard links.

| | /usr/bin/env python3 | | | """Download every original-size PNG from https://ai-pose-gallery.pages.dev/ | | | and sort them into folders using the site's own series / category data. | | | No extra packages needed standard library only . | | | Usage: | | | python download poses sorted.py download + sort + focus folders | | | python download poses sorted.py --no-focus skip the by focus folders | | | python download poses sorted.py --out D:\\poses | | | Re-running skips files that are already downloaded, so you can stop and | | | resume at any time. | | | Result: | | | pose pngs/ | | | solo/full body standard/<category / 365 images | | | solo/full body sexy/<category / 399 images | | | solo/upper body/<category / 400 images | | | duo/<category / 275 images | | | by focus/<tag / keyword-based extras, see FOCUS below | | | catalog.csv file name - Japanese pose name, category, angle | | | Each pose has 4-5 angle images front/high/low/side/diag ; they sit next to each | | | other in the same folder because they share the pose number in the file name. | | | """ | | | import argparse | | | import csv | | | import json | | | import os | | | import re | | | import shutil | | | import sys | | | import time | | | import urllib.request | | | from collections import Counter | | | from concurrent.futures import ThreadPoolExecutor, as completed | | | from pathlib import Path | | | BASE = "https://ai-pose-gallery.pages.dev/" | | | HEADERS = {"User-Agent": "Mozilla/5.0"} | | | WORKERS = 6 parallel downloads; keep modest to be polite to the host | | | Site series 系統 - top-level folder | | | SERIES = { | | | "全身1人・標準系": "solo/full body standard", | | | "全身1人・セクシー系": "solo/full body sexy", | | | "上半身1人": "solo/upper body", | | | "2人絡み": "duo", | | | } | | | Site category 分類 - folder name | | | CATEGORY = { | | | solo, full body standard + sexy | | | "立ち": "standing", | | | "座り": "sitting", | | | "しゃがみ": "crouching", | | | "膝立ち": "kneeling", | | | "膝立ち・四つん這い": "kneeling all fours", | | | "寝そべり": "lying", | | | "前かがみ": "leaning forward", | | | "のけぞり・反り": "arched back", | | | "ひねり": "twisting", | | | "横座り・女の子座り": "side sitting", | | | "特殊": "special", | | | solo, upper body | | | "かわいい系": "cute", | | | "セクシー・露骨寄り系": "sexy explicit", | | | "胸寄せ・谷間強調系": "chest emphasis", | | | duo | | | "立位": "standing", | | | "立位密着": "standing close", | | | "座位": "seated", | | | "座位密着": "seated close", | | | "対面座位": "seated face to face", | | | "背面座位": "seated back facing", | | | "正常位": "missionary", | | | "後背位": "from behind", | | | "騎乗位": "on top", | | | "側位": "side lying", | | | "密着": "close embrace", | | | "顔寄せ系": "faces close", | | | } | | | Extra keyword-based views, built as hard links or copies if links fail in | | | by focus/<tag /. These match the Japanese POSE NAME, so they are rough: | | | edit the patterns freely. Only a handful of poses mention the buttocks by name. | | | FOCUS = { | | | "butt": r"お尻\|ヒップ\|尻", | | | "chest": r"胸\|バスト\|谷間", | | | "face": r"顔", | | | "legs": r"脚\|足\|太もも\|太腿\|開脚", | | | "back": r"背中", | | | } | | | Whole site categories that also count for a focus tag | | | FOCUS CATEGORY = { | | | "chest": {"胸寄せ・谷間強調系"}, | | | "face": {"顔寄せ系"}, | | | } | | | def get url : | | | req = urllib.request.Request url, headers=HEADERS | | | with urllib.request.urlopen req, timeout=60 as r: | | | return r.read | | | def safe name : | | | return re.sub r' \\/: ?"< \| +', " ", name .strip or "other" | | | def fetch catalog : | | | html = get BASE .decode "utf-8", "replace" | | | items, seen = , set | | | The gallery page embeds its catalog as {"id": ..., "系統": ..., "原寸": ...} objects. | | | for m in re.finditer r'\{"id": ^{} \}', html : | | | try: | | | o = json.loads m.group 0 | | | except ValueError: | | | continue | | | if o.get "原寸" and o.get "id" not in seen: | | | seen.add o "id" | | | items.append o | | | return items | | | def folder for o : | | | series = SERIES.get o.get "系統" , safe o.get "系統", "other" | | | if series == "duo": | | | cat = CATEGORY.get o.get "分類" , safe o.get "分類", "other" | | | return Path "duo" / cat | | | cat = CATEGORY.get o.get "分類" , safe o.get "分類", "other" | | | return Path series.split "/" / cat | | | def target path out, o : | | | return out / folder for o / Path o "原寸" .name | | | def download out, o : | | | dest = target path out, o | | | if dest.exists and dest.stat .st size 0: | | | return "skipped" | | | dest.parent.mkdir parents=True, exist ok=True | | | err = None | | | for attempt in range 3 : | | | try: | | | data = get BASE + o "原寸" | | | tmp = dest.with suffix ".part" | | | tmp.write bytes data | | | tmp.replace dest | | | return "ok" | | | except Exception as e: network hiccup: wait and retry | | | err = e | | | time.sleep 1 + attempt | | | return f"failed: {err}" | | | def write catalog out, items : | | | with open out / "catalog.csv", "w", newline="", encoding="utf-8-sig" as f: | | | w = csv.writer f | | | w.writerow "file", "folder", "series ja", "category ja", "pose number", "pose name ja", "angle" | | | for o in items: | | | name = Path o "原寸" .name | | | angle = Path o "原寸" .stem.rsplit " ", 1 -1 | | | w.writerow name, folder for o .as posix , o.get "系統", "" , o.get "分類", "" , | | | o.get "ポーズ番号", "" , o.get "ポーズ名", "" , angle | | | def build focus out, items : | | | counts = Counter | | | for o in items: | | | src = target path out, o | | | if not src.exists : | | | continue | | | for tag, pattern in FOCUS.items : | | | if re.search pattern, o.get "ポーズ名", "" or o.get "分類" in FOCUS CATEGORY.get tag, : | | | dst dir = out / " by focus" / tag | | | dst dir.mkdir parents=True, exist ok=True | | | dst = dst dir / src.name | | | if dst.exists : | | | continue | | | try: | | | os.link src, dst no extra disk space | | | except OSError: | | | shutil.copy2 src, dst | | | counts tag += 1 | | | return counts | | | def main : | | | ap = argparse.ArgumentParser description= doc , formatter class=argparse.RawDescriptionHelpFormatter | | | ap.add argument "--out", default=str Path file .resolve .parent / "pose pngs" , | | | help="output folder default: pose pngs next to this script " | | | ap.add argument "--no-focus", action="store true", help="do not build the by focus folders" | | | args = ap.parse args | | | out = Path args.out | | | items = fetch catalog | | | if not items: | | | sys.exit "Could not read the image catalog from the page site layout may have changed ." | | | out.mkdir parents=True, exist ok=True | | | print f"Found {len items } images. Saving to {out}" | | | done = failed = 0 | | | with ThreadPoolExecutor max workers=WORKERS as pool: | | | futures = {pool.submit download, out, o : o for o in items} | | | for i, fut in enumerate as completed futures , 1 : | | | result = fut.result | | | if result.startswith "failed" : | | | failed += 1 | | | print f" {futures fut '原寸' }: {result}" | | | else: | | | done += 1 | | | if i % 50 == 0 or i == len items : | | | print f" {i}/{len items } processed" | | | write catalog out, items | | | if not args.no focus: | | | counts = build focus out, items | | | if counts: | | | print "Focus folders: " + ", ".join f"{k}={v}" for k, v in sorted counts.items | | | print f"Finished: {done} saved/skipped, {failed} failed." | | | if failed: | | | print "Run the script again to retry the failed ones." | | | if name == " main ": | | | main |