Updated

README.md

@@ -18,10 +18,13 @@ python3 photo_tagger.py scan /path/to/your/photos
 # 3. Process faces
 python3 photo_tagger.py process
 
-# 4. Identify faces interactively
-python3 photo_tagger.py identify
+# 4. Identify faces with visual display
+python3 photo_tagger.py identify --show-faces
 
-# 5. View statistics
+# 5. Auto-match faces across photos
+python3 photo_tagger.py auto-match --show-faces
+
+# 6. View statistics
 python3 photo_tagger.py stats
 ```
 
@@ -77,19 +80,32 @@ python3 photo_tagger.py process --limit 20 --model cnn
 python3 photo_tagger.py process --limit 100 --model hog
 ```
 
-### Identify Faces
+### Identify Faces (Enhanced!)
 ```bash
-# Identify 20 faces interactively
-python3 photo_tagger.py identify
+# Identify with individual face display (RECOMMENDED)
+python3 photo_tagger.py identify --show-faces --batch 10
 
-# Identify 10 faces at a time
+# Traditional mode (coordinates only)
 python3 photo_tagger.py identify --batch 10
+
+# Auto-match faces across photos (NEW!)
+python3 photo_tagger.py auto-match --show-faces
+
+# Auto-identify high-confidence matches
+python3 photo_tagger.py auto-match --auto --show-faces
 ```
 
-**Interactive commands during identification:**
+**Enhanced identification features:**
+- 🖼️ **Individual face crops** - See exactly which face you're identifying
+- 🔍 **Side-by-side comparisons** - Visual matching across photos
+- 📊 **Confidence scoring** - Know how similar faces are
+- 🎯 **Smart cross-photo matching** - Find same people in different photos
+- 🧹 **Auto cleanup** - No temporary files left behind
+
+**Interactive commands:**
 - Type person's name to identify
 - `s` = skip this face
-- `q` = quit
+- `q` = quit  
 - `list` = show known people
 
 ### Add Tags
@@ -116,7 +132,7 @@ python3 photo_tagger.py search "Joh"
 python3 photo_tagger.py stats
 ```
 
-## 📊 Example Workflow
+## 📊 Enhanced Example Workflow
 
 ```bash
 # ALWAYS activate virtual environment first!
@@ -131,13 +147,16 @@ python3 photo_tagger.py process --limit 20
 # 3. Check what we found
 python3 photo_tagger.py stats
 
-# 4. Identify some faces
-python3 photo_tagger.py identify --batch 10
+# 4. Identify faces with visual display (ENHANCED!)
+python3 photo_tagger.py identify --show-faces --batch 10
 
-# 5. Search for photos of someone
+# 5. Auto-match faces across photos (NEW!)
+python3 photo_tagger.py auto-match --show-faces
+
+# 6. Search for photos of someone
 python3 photo_tagger.py search "Alice"
 
-# 6. Add some tags
+# 7. Add some tags
 python3 photo_tagger.py tag --pattern "birthday"
 ```
 
@@ -274,13 +293,15 @@ python3 -m venv venv && source venv/bin/activate && python3 setup.py
 # Daily usage - Option 1: Use run script (automatic venv activation)
 ./run.sh scan ~/Pictures --recursive
 ./run.sh process --limit 50
-./run.sh identify --batch 10
+./run.sh identify --show-faces --batch 10
+./run.sh auto-match --show-faces
 ./run.sh stats
 
-# Daily usage - Option 2: Manual venv activation
+# Daily usage - Option 2: Manual venv activation (ENHANCED)
 source venv/bin/activate
 python3 photo_tagger.py scan ~/Pictures --recursive
 python3 photo_tagger.py process --limit 50
-python3 photo_tagger.py identify --batch 10
+python3 photo_tagger.py identify --show-faces --batch 10
+python3 photo_tagger.py auto-match --show-faces
 python3 photo_tagger.py stats
 ```