BOORU YOLO training image set for AA model

Category:
Date:
2025-08-26 08:36 UTC
Submitter:
Seeders:
1
Information:
No information.
Leechers:
0
File size:
36.1 GiB
Completed:
89
Info hash:
185e655ec174c6a9e8b4697b3b36a3eda0521de3
This is a snapshot of training image dataset for general torso components model AA (a part of BOORU YOLO project, **inspect README for details**) as of middle 2025. This model define scene scale, character(-s) position and pose and can distinguish naked body. Directory structure and label format default for [Ultralitics](https://github.com/ultralytics/ultralytics) File naming refer to source image on imageboard and provides dispersion of similar images. **138.816 image+labels pairs** (no background images) clustered to 10+10 uniform ZIPs. Image longer side moslty within 800..1600px **This is not an exact dataset for AA22 model included,** some minor cleanup and adjustments applied after. Due to project scope and classes nature this dataset : - focused on anime_art / CG / cartoon images, no real life - has a substantial share of furry incl. non-humanoid creatures (dragons, pony etc) - is certainly NSFW (but not contain straight sex scenes, gaping and bodily fluids limited) Some SFW subset of images from here may be browsed (or even directly used) on [Ultralitics HUB](https://hub.ultralytics.com/datasets/W1NNLLAb9HH7WvWj1nwP) Actual project description, AA model history and other models placed on github. Source art datasets are : - [BOORU_CHARS_2021](https://nyaa.si/view/1384820) 1.593.429 images 472 GB topic starter 1280 px - [BOORU_CHARS_2015](https://nyaa.si/view/1468367) 463.873 images 148 GB retrospective - [BOORU_CHARS_2022](https://nyaa.si/view/1547662) 705.467 images 191 GB newcomers - [BOORU_CHARS_2023](https://nyaa.si/view/1740396) 1.153.513 images 302 GB last of 1280/1024/1280 px - [BOORU_CHARS_2024](https://nyaa.si/view/1927862) 1.260.629 images 583 GB 2560/1920/2480 px - [BOORU_CHARS_2025](https://nyaa.si/view/2004380) 896.142 images 440 GB 2560/1920/2480 px - [BOORU_ECCHI](https://sukebei.nyaa.si/view/4284975) 515.850 erotic 115 GB archive 800..1920 px - [BOORU_ECCHI_2025](https://sukebei.nyaa.si/view/4369314) 52.147 erotic 22 GB news 1280..2560 px ![attention picker](https://i.ibb.co/tMKXN8PD/BY-AA22b.jpg) Model run over training pictures results (BTW - dataset statistics by objects). FURRY - got from e621 and tbib (crossposts from e621), ANIME - all other imageboards. ![feedback_stat](https://i.ibb.co/kgc2M57M/AA22-stat.jpg) Model classes are : 0 - head = anime pretty girl and not only 1 - bust = torso part from collarbone center to pair of covered breasts 2 - boob = bust with no bra, nipples mostly visible, generally NSFW 3 - shld = shoulder and maybe one breast viewed mostly in profile, exactly rear view excluded 4 - sideb = uncovered version of shld, with nipples or other NSFW visual marks 5 - belly = from belly button to hips half (stocking line), knees below belly, mostly covered 6 - nopan = no panty-like clothes on bikini area (regardless of censoring), evidently NSFW belly 7 - butt = buttock area visible at least partially from behind, more or less covered, standing or sitting 8 - ass = uncovered NSFW version of butt 9 - split = sitting with legs open wide (90+ degrees), typically with at least one knee above belly 10 - sprd = strongly NSFW version of split 11 - vsplt = stand split or visually similar pose 12 - vsprd = strongly NSFW version of vsplit 13 - hip = full or almost full hip(-s) side view with knee(-s) above belly, usually when sitting or lying 14 - wing = mostly dragon or pony related 15 - feral = all-four non-human torso 16 - hdrago = dragon style head 17 - hpony = pony style head 18 - hfox = cartoon fox / dog head 19 - hrabb = cartoon rabbit head or bunnygirl 20 - hcat = cartoon cat (less sharp muzzle compared to hfox) or catgirl head 21 - hbear = cartoon bear head 22 - jacko = memetic "Jack'O contest pose" with a head toward viewer 23 - jackx = jacko viewed from behind, sometimes strongly NSFW 24 - hhorse = horse head 25 - hbird = bird head

File list

  • BOORU_YOLO_AA22
    • train22
      • F1_curve.png (178.2 KiB)
      • PR_curve.png (75.3 KiB)
      • P_curve.png (123.9 KiB)
      • R_curve.png (178.3 KiB)
      • args.yaml (1.7 KiB)
      • confusion_matrix.png (269.1 KiB)
      • confusion_matrix_normalized.png (308.6 KiB)
      • labels.jpg (197.4 KiB)
      • labels_correlogram.jpg (291.3 KiB)
      • results.csv (10.2 KiB)
      • results.png (291.3 KiB)
    • aa22.yaml (358 Bytes)
    • aa22_readme.txt (2.2 KiB)
    • aa22_stat.ods (42.4 KiB)
    • aa22_train.bat (596 Bytes)
    • images_0.zip (3.6 GiB)
    • images_1.zip (3.6 GiB)
    • images_2.zip (3.7 GiB)
    • images_3.zip (3.6 GiB)
    • images_4.zip (3.5 GiB)
    • images_5.zip (3.6 GiB)
    • images_6.zip (3.6 GiB)
    • images_7.zip (3.6 GiB)
    • images_8.zip (3.6 GiB)
    • images_9_val.zip (3.6 GiB)
    • labels_0.zip (3.6 MiB)
    • labels_1.zip (3.6 MiB)
    • labels_2.zip (3.7 MiB)
    • labels_3.zip (3.6 MiB)
    • labels_4.zip (3.6 MiB)
    • labels_5.zip (3.6 MiB)
    • labels_6.zip (3.7 MiB)
    • labels_7.zip (3.6 MiB)
    • labels_8.zip (3.6 MiB)
    • labels_9_val.zip (3.6 MiB)
    • yolo11m_AA22.pt (38.6 MiB)
    • yolov8s_AA11.pt (21.5 MiB)