Siren: Implicit Neural Representations with Periodic Activation Functions

The unofficial Tensorflow 2 implementation of the paper Implicit Neural Representations with Periodic Activation Functions. Please note that, this repo tested with image fitting experiments.

Paper | Official PyTorch Implementation

Get Started

To start working with this repository please install Python packages using:

conda env create --file setup/environment.yaml

Training

python main.py --train --input_image samples/durham_mcs.jpg --model_name siren --output_dir results/durham_mcs,

Testing

python main.py --input_image samples/durham_mcs.jpg --model_name siren --output_dir results/durham_mcs/

Results

References

• Siren Pytorch Official Repository
• Siren Tensorflow Repository