Description:
The video begins by introducing the concept of image captioning and its significance in bridging the gap between computer vision and natural language processing. It highlights the application of image captioning systems in generating descriptive and contextual captions for images.
Keywords:
Image captioning system
Step-by-step guide
Building from scratch
Data collection
Data preprocessing
Model architecture
Training process
Evaluation metrics
Convolutional neural networks (CNN)
Recurrent neural networks (RNN)
Attention mechanisms
Caption generation
Image feature extraction
Language modeling
Model performance
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