Search for videos using an image query.
Project description
Graph Based Temporal Aggregation for Video Retrieval
VIRALIQ: VIdeo RetrevAL through Image Queries
Dependencies
FFmpeg
FFmpeg is required for extracting frames from videos. Download links can be found here.
Note: Windows users will have to add the FFmpeg bin folder to the PATH variable.
Usage
Install using pip
pip install viraliq
Create embeddings
viraliq cluster "PATH_TO_VIDEO_DIR"
Search using an image
viraliq search "PATH_TO_VIDEO_DIR" "PATH_TO_IMAGE"
Citing
If you find VIRALIQ useful please cite the following paper:
Srinivasan, Arvind, Aprameya Bharadwaj, Aveek Saha, and Subramanyam Natarajan. "Graph Based Temporal Aggregation for Video Retrieval." arXiv preprint arXiv:2011.02426 (2020).
Project details
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viraliq-0.1.1.tar.gz
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