Published July 2, 2024 | Version v1
Dataset Open

Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors, dataset

Description

This is the dataset used in the 'Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors.' It contains 2 folders:

  1. train_diffusion: a set of 5,000 images used to train the diffusion model.
  2. translated: a set of approximately 50,000 images converted via a diffusion model pre-trained on a small set of real images.

The 'translated' folder contains a labels.csv file, providing the corresponding label for every image.

Files

zenodo_dataset.zip

Files (4.7 GB)

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md5:2ab5d0d32d750c22eefde57047c7b20c
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Additional details

Software

Repository URL
https://github.com/hsp-iit/sim2real-surface-classification
Programming language
Python