AI5 min read
AI 이미지 캡셔닝: 기계가 보는 것을 설명하는 방법
이 기사는 영어로 제공됩니다. 인터페이스는 한국어로 번역되었습니다.
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.
Try Background Remover free — your files never leave your device
100% private, offline, no signup — try OptiPix now.
Open Background Remover