upda readme docker issue fix

Dockerfile

@@ -3,7 +3,6 @@ FROM python:3.10-slim
 
 # Install system dependencies
 RUN apt-get update && apt-get install -y \
-    libgl1-mesa-glx \
     libglib2.0-0 \
     && rm -rf /var/lib/apt/lists/*
 

README.md

@@ -7,10 +7,121 @@ sdk: docker
 pinned: false
 ---
 
-# Comic Panel Extractor
+https://jebin2-comic-panel-extractor.hf.space/
 
-This is a FastAPI app that extracts comic panels from uploaded images.
+# 📚 Comic Panel Extractor
 
-✅ Upload a comic page  
-✅ Detect and extract panels  
-✅ Download individual panels
+Automatically extract panels from comic pages using YOLO segmentation and image processing.
+Meanwhile currently using - "https://huggingface.co/mosesb/best-comic-panel-detection/resolve/main/best.pt"
+
+## Installation
+
+```bash
+git clone https://github.com/jebin2/comic-panel-extractor.git
+cd comic-panel-extractor
+pip install -e .
+```
+
+## Usage
+
+### Extract Panels
+
+**Web Interface:**
+```bash
+serve-comic-panel-extractor
+# Visit http://localhost:7860
+```
+
+**CLI:**
+```bash
+comic-panel-extractor path/to/comic.jpg
+```
+
+**Python:**
+```python
+from comic_panel_extractor.main import ComicPanelExtractor
+from comic_panel_extractor.config import Config
+
+config = Config()
+config.input_path = "comic.jpg"
+extractor = ComicPanelExtractor(config)
+panels, data, paths = extractor.extract_panels_from_comic()
+```
+
+### Annotate Data
+
+Visit `http://localhost:7860/annotate`
+
+**Shortcuts:**
+- Click/drag for boxes
+- `S` = Save
+- `D` = Auto-detect
+- `Delete` = Remove
+
+### Train Model
+
+**1. Setup Dataset:**
+```bash
+# Add to .env
+SOURCE_PATH=/path/to/images
+
+# Create dataset (80/10/10 split)
+python -m comic_panel_extractor.create_dataset
+```
+
+**2. Configure Training (.env):**
+```env
+EPOCH=200
+YOLO_BASE_MODEL_NAME=yolo11s-seg
+YOLO_MODEL_NAME=comic_panel
+```
+
+**3. Train:**
+```bash
+python -m comic_panel_extractor.train
+```
+
+### Run Inference
+
+```bash
+python -m comic_panel_extractor.inference
+```
+
+```python
+from comic_panel_extractor.yolo_manager import YOLOManager
+
+with YOLOManager() as yolo:
+    yolo.load_model('weights.pt')
+    yolo.annotate_images(['image.jpg'], 'output')
+```
+
+## Configuration
+
+```python
+config = Config()
+config.min_width_ratio = 0.15    # Min panel width (% of image)
+config.min_height_ratio = 0.15   # Min panel height (% of image)
+config.min_area_ratio = 0.05     # Min panel area (% of image)
+```
+
+## Docker
+
+```bash
+docker build -t comic-panel-extractor .
+docker run -p 7860:7860 comic-panel-extractor
+```
+
+## API Endpoints
+
+**Extract:**
+- `POST /api/extract/convert` - Upload & extract panels
+
+**Annotate:**
+- `GET /api/annotate/images` - List images
+- `GET /api/annotate/annotations/{image}` - Get annotations
+- `GET /api/annotate/detect_annotations/{image}` - Auto-detect
+- `POST /api/annotate/annotations` - Save annotations
+
+## Author
+
+Jebin Einstein E - jebineinstein@gmail.com