[ICCV'21] Neural Radiance Flow for 4D View Synthesis and Video Processing

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Deep Learningnerflow
Overview

NeRFlow

[ICCV'21] Neural Radiance Flow for 4D View Synthesis and Video Processing

Datasets

The pouring dataset used for experiments can be download here and the iGibson dataset used in experiments can be downloaded here

Pouring Dataset

Please download and extract each dataset at data/nerf_synthetic/. Please use the following command to train

python run_nerf.py --config=configs/pour_baseline.txt

After running model for 200,000 iterations, move the model to a new folder pour_dataset_flow and then use the following command to train with flow consistency

python run_nerf.py --config=configs/pour_baseline_flow.txt

Gibson Dataset

Please download and extract each dataset at data/nerf_synthetic/. Please use the following command to train the model

python run_nerf.py --config=configs/gibson_baseline.txt

After running model for 200,000 iterations, move the model to a new folder pour_dataset_flow and then use the following command to train with flow consistency

python run_nerf.py --config=configs/gibson_baseline_flow.txt
Owner
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