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README.md
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license:
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<div align="center">
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## 📦 Models
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All models were trained on a custom dataset of **
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The goal was to cover style diversity across anime and realistic domains.
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### 🟢 Face Detection (YOLO
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- **Base:** YOLO face detection models
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- **Variants:**
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- `ForbiddenVision_facedetect_yolov11s.pt` → YOLO Small fine-tune -> generally more robust and reliable
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- `ForbiddenVision_facedetect_yolov11n.pt` → YOLO Nano fine-tune -> if you need maximum speed and lower vram usage
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### 🔵 Face Segmentation (EfficientNet-B0 advprop)
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- **Base:** timm EfficientNet-B0
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- **Training:** Besides manually annotated civitai and custom images, the model used an equal split of <a href="https://github.com/switchablenorms/CelebAMask-HQ">CelebAMask-HQ</a>
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- **Usage:** Provides clean masks for downstream processing.
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### 🟣 Landmark Rotation (MobileNetV3-Small)
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- **Base:** MobileNetV3-Small
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- **Training:** Trained for landmark-based rotation correction.
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- **Usage:** Aligns faces to level eyes for consistent preprocessing.
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⚖️ **Licensing Note**
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This repository is distributed under **GPL-3.0** due to the YOLO fine-tunes.
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The segmentation and rotation models are originally Apache-2.0 based, but included here under GPL for consistency.
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license: apache-2.0
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<div align="center">
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## 📦 Models
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All models were trained on a custom dataset of **10k+ images** (a mix of SFW/NSFW from Civitai, Danbooru, real photos and my own curated images).
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The goal was to cover style diversity across anime and realistic domains.
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### 🟢 Face Detection (YOLO 11 small)
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- **Base:** YOLO face detection models
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- **Variants:**
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- `ForbiddenVision_facedetect_yolov11s.pt` → YOLO Small fine-tune -> generally more robust and reliable
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- `ForbiddenVision_facedetect_yolov11n.pt` → YOLO Nano fine-tune -> if you need maximum speed and lower vram usage
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---
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### 🔵 Face Segmentation (EfficientNet-B0 advprop)
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- **Base:** timm EfficientNet-B0
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- **Training:** Besides manually annotated civitai and custom images, the model used an equal split of <a href="https://github.com/switchablenorms/CelebAMask-HQ">CelebAMask-HQ</a>
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- **Usage:** Provides clean masks for downstream processing.
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---
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### 🟣 Landmark Rotation (MobileNetV3-Small)
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- **Base:** MobileNetV3-Small
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- **Training:** Trained for landmark-based rotation correction.
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- **Usage:** Aligns faces to level eyes for consistent preprocessing.
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