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# Neural Radiance Field (NeRF and D-NeRF) | ||
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This directory host the source code to replicate two papers | ||
- NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis, https://arxiv.org/abs/2003.08934 | ||
- Deformable Neural Radiance Fields, https://arxiv.org/abs/2011.12948 | ||
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## Setup | ||
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1. Install python dependencies | ||
``` | ||
pip install -r requirements.in | ||
``` | ||
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2. Install COLMAP | ||
Please visit: https://colmap.github.io/install.html | ||
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3. Install ffmpeg | ||
Please visit: https://ffmpeg.org/download.html | ||
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## Custom Training Data | ||
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To create custom training data, we will use a script `extract_frames.py` to run multiple steps in a pipeline, including blur detection and SfM. | ||
``` | ||
python extract_frames.py --video=./data/shiba.mp4 --output-dir=./data/shiba/ --threshold=15 | ||
``` |
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tensorflow==2.4.0 |