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license: apache-2.0
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license: apache-2.0
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---
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# Video Location Estimator
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## Overview
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This project uses the SatCLIP model to estimate the geographic location of a video based on its visual content. It works by extracting frames from the video, processing each frame through the SatCLIP model, and averaging the estimated locations to produce a final location estimate.
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## Prerequisites
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- Python 3.7+
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- FFmpeg
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- PyTorch
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- rasterio
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- scikit-learn
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- numpy
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- matplotlib
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You also need to have the SatCLIP model and its associated data (control embeddings, locations) set up.
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