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etoilekim/INR-benchmark

Signal Dataset Loader This repository provides a small collection of synthetic and real signals—both 2D and 3D—used for compression, reconstruction. Quick Start All classes share the call signature (dimension, length, bandlimit, seed, generate=True, super_resolution=False, sparse=False) dimension – 2 or 3 (ignored when not applicable) length – 1000 bandlimit – fractional control variable (0.1 – 0.9 in 0.1 increments for BandlimitedSignal, SparseSphereSignal… See the full description on the dataset page: https://huggingface.co/datasets/etoilekim/INR-benchmark.

Author / organizationetoilekim
License (as declared)cc
Downloads261 (as reported by Hugging Face)
Likes0
Created26 June 2025
Last updated at source4 July 2025
INR2d3dimagevoxel
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  • 16 Oct 2026 Description: Signal Dataset Loader This repository provides a small collection of synthetic and real signals—both 2D and 3D—used for compression, reconstruction. Quick Start All classes share the call signature (dimension, length, bandlimit, seed, gener → Signal Dataset Loader This repository provides a small collection of synthetic and real signals—both 2D and 3D—used for compression, reconstruction. Quick Start All classes share the call signature (dimension, length, bandlimit, seed, gener

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