AI5 min read
AI इमेज कैप्शनिंग: मशीनें जो देखती हैं उसका वर्णन कैसे करती हैं
यह लेख अंग्रेजी में उपलब्ध है। इंटरफ़ेस हिन्दी में अनुवादित है।
Image captioning combines computer vision and natural language processing to generate human-readable descriptions of images.
How Image Captioning Works
Modern captioning models use an encoder-decoder architecture:
1. Vision Encoder (e.g., ViT): Extracts visual features from the image
2. Language Decoder (e.g., GPT-2): Generates text based on those features
3. Attention mechanism: Focuses on relevant image regions while generating each word
Applications
Tips for Better Captions
Generate captions for any image with our Image Captioner tool.
Need finer-grained labels instead of a single caption? Our Image Classifier returns the top-5 predictions with confidence scores.
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