What are the applications of LSTM in computer vision?
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What are the applications of LSTM in computer vision?
LSTM, or Long Short-Term Memory networks, are used in computer vision for tasks like video analysis, image captioning, and object detection.
Can you explain how LSTM is used in video analysis?
In video analysis, LSTMs can process sequences of frames to understand motion patterns and predict future frames.
What about image captioning? How does LSTM help with that?
LSTMs help generate descriptive captions for images by processing the visual features extracted from the image and generating text sequentially.
Are there any limitations to using LSTM in these applications?
Yes, LSTMs can be computationally intensive and may struggle with very long sequences, leading to challenges in training.
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