🎯 Object Detection Visualizer
Detect and localize multiple objects in images
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Data Augmentation Studio
Beyond Classification
Object detection goes beyond identifying what's in an image - it tells you where each object is located. Models output bounding boxes with class labels and confidence scores for every detected object.
🎯 Detection vs Classification
🖼️
Classification
• Single label per image
• "This is a dog"
• No location info
🎯
Detection
• Multiple objects
• "3 dogs at locations..."
• Bounding boxes
📦
Bounding Box
Rectangle coordinates (x, y, width, height) around object
🏷️
Class Label
What type of object (person, car, dog, etc.)
📊
Confidence
How certain the model is (0-100%)
🚀 Real-World Applications
🚗
Autonomous vehicles: Detect cars, pedestrians, signs
🏪
Retail analytics: Count customers, track products
🏥
Medical imaging: Locate tumors, abnormalities
🔒
Security systems: Monitor restricted areas
📈 Performance Metrics
Precision
92%
Correct detections
Recall
88%
Found objects
mAP
90%
Overall accuracy