v1.3以上はyolo11n-segで学習したため、使用している仮想環境内のultralyticsのバージョンを8.3.0以上にアップデートしてください。
pip install -u ultralyticsイラストキャラの下腹部（belly）を検出するためのモデルでしたが、アノテーション中に胴体（torso）も含めた大雑把な範囲を指定したので、多分腹回りを検出するようになったモデルです。一応、腸骨から剣状突起を目安に範囲指定してあります。(タグで書くとhip bonesからunderboob辺りか？)
画像を100枚程度で作成したために、v1.0は誤検出やそもそも検出しないことが多々有ります。
実写は学習していないし試してもいないので、検出するか分かりません。
既知の検出が弱い構図など
上からの構図 (upside-down)
白黒やグレースケールの画像(v1.3で改善)腹の上に手が被さるポーズ
腹の上に服を着用している画像（透けていると多少検出します）
English:by Claude3.5 sonnet
This is a model designed to detect the lower abdomen (belly) of illustrated characters. However, during the annotation process, I specified rough areas that included the torso, so it probably became a model that detects the general midsection area. For reference, the specified range is roughly from the iliac bone to the xiphoid process. (hip bones-underboob)
Since it was created using only about 100 images, version 1.0 frequently has false detections or sometimes fails to detect at all.
The model hasn't been trained on or tested with real photographs, so I'm unsure if it would detect them.
Known weak points in detection include:
- Bird's eye view angles (upside-down)
- Black and white or grayscale images (Improved in v1.3)
- Pose with hands over belly
- Images where clothes are worn over the stomach (though it can detect somewhat through semi-transparent clothing)
Description
add pregnant
FAQ
Comments (8)
v1.52 has slightly worse shading overall but much better with pregnant bellies. thanks
Does this work with Illustrious models? For whatever reason my Forge keeps telling me the file is corrupted and removes/renames it. Afterwards I tried the 1.0 version and that wasn't corrupted, but it seems to always return "segment object has no attribute detect" no matter what detection threshold I use. ):
This model uses yolo11 from v1.3. Therefore, you need to update the ultralytics version in your virtual environment to 8.3.0 or higher.
After updating ultralytics, you should be able to use the renamed file by changing its extension to .pt.
@aa4666lo Thanks!
@aa4666lo Have the same problem and I did install everything you said and still i get corrupt file name at the end.
@LordWolf255 After updating ultralytics, you should be able to use it by placing the .pt file extracted from the downloaded zip file in "models\adetailer". However, if you continue to experience issues, I apologize but it's beyond my computer skills to resolve.
The only other solution I can think of is to execute the following in your stable-diffusion-webui directory:
```
./venv/scripts/activate
pip install ultralytics --upgrade
```
Currently, I have it working on my git-cloned installations of A1111, Forge, and reForge by updating the ultralytics package to the latest version in each of their virtual environments.
Works well in ideal cases, but things like garter-belt breaks the detection (only detect the upper half and not the whole belly).
Would be great if we had a model that could handle such cases.
I saw the latest update and tested it, it seems like it can indeed handle garter-belt now. Thanks ! Very fast improvements !