| --- |
| title: Acne Detection API |
| emoji: 🔬 |
| colorFrom: indigo |
| colorTo: gray |
| sdk: docker |
| pinned: false |
| license: mit |
| --- |
| |
| # Acne Detection API |
|
|
| FastAPI backend untuk deteksi jerawat menggunakan YOLOv8/YOLOv26s. |
|
|
| ## API Endpoints |
|
|
| | Method | Endpoint | Deskripsi | |
| |--------|----------|-----------| |
| | GET | `/` | HTML Interactive Test UI | |
| | POST | `/api/predict` | Deteksi dari upload gambar | |
| | POST | `/api/predict/json` | Deteksi dari base64 JSON | |
| | POST | `/api/predict/image` | Return gambar annotated langsung | |
| | GET | `/api/classes` | Daftar kelas yang dideteksi | |
|
|
| ### Example Usage |
|
|
| ```bash |
| curl -X POST "https://username-acne-api.hf.space/api/predict" \ |
| -F "image=@wajah.jpg" \ |
| -F "conf_threshold=0.05" \ |
| -F "skin_type=berminyak" |
| ``` |
|
|
| ### Skin Type Parameter |
|
|
| | Nilai | Deskripsi | |
| |-------|-----------| |
| | `berminyak` | Kulit berminyak (default) | |
| | `kering` | Kulit kering | |
| | `sensitif` | Kulit sensitif | |
| | `kombinasi` | Kulit kombinasi (berminyak di T-zone, kering di pipi) | |
|
|
| ### Response (Expert Rules) |
|
|
| ```json |
| { |
| "expert_rule": { |
| "rule_number": 1, |
| "degree": "ringan", |
| "dominant_lesion": "comedone", |
| "skin_type": "berminyak", |
| "input_summary": { |
| "severity_level": "mild", |
| "detected_classes": ["comedone"], |
| "lesion_counts": {"comedone": 3} |
| } |
| }, |
| "recommendation": { |
| "active_ingredient": "Salicylic Acid (SA) 2%", |
| "product_type": "Serum Eksfoliasi", |
| "dosage": "2-3 tetes", |
| "frequency": "1x sehari (malam)", |
| "time_of_day": "malam", |
| "instructions": "Oleskan tipis pada area jerawat...", |
| "contraindications": ["Hindari penggunaan bersamaan dengan retinoid..."] |
| } |
| } |
| ``` |
|
|
