11 to 16 of 16 Results
Picard, Cyril; Edwards, Kristen M.; Doris, Anna C.; Man, Brandon; Giannone, Giorgio; Alam, Md Ferdous; Ahmed, Faez, 2024, "Data for Evaluating Vision-Language Models for Engineering Design", https://doi.org/10.7910/DVN/FLHZQE, Harvard Dataverse, V1
This collection of datasets can be used to evaluate vision-language models to assess their readiness to support engineering design. The dataset is part of a paper called From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design. Input text and images, as well as expected output, are provided for the following topics: C... |
Bagazinski, Noah; Ahmed, Faez, 2024, "Ship-D", https://doi.org/10.7910/DVN/MMGAUS, Harvard Dataverse, V1, UNF:6:IWX2Tbw/IwiURUrCuP4zLA== [fileUNF]
Ship-D is a dataset of parametric ship hulls to train machine learning models to design hull forms. The dataset contains 82,168 hull forms. 45 geometric parameters define each hull, allowing the large diversity of traditional mono-hull shapes and a larger design space. There are 5 subsets of hull designs in the Ship-D dataset: 1) Constrained Random... |
Apr 10, 2024
Regenwetter, Lyle; Weaver, Colin; Ahmed, Faez, 2024, "FRAMED: A Dataset for Structural Performance Prediction of Bicycle Frames", https://doi.org/10.7910/DVN/75Z2IR, Harvard Dataverse, V1
We introduce FRAMED — a parametric dataset of 4500 bicycle frames based on bicycles designed by practitioners and enthusiasts worldwide. Accompanying these frame designs, we provide ten structural performance values such as weight, displacements under load, and safety factors computed using finite element simulations for all the bicycle frame desig... |
Apr 10, 2024
Regenwetter, Lyle; Curry, Brent; Ahmed, Faez, 2024, "BIKED: A Dataset for Computational Bicycle Design With Machine Learning Benchmarks", https://doi.org/10.7910/DVN/GHQEDP, Harvard Dataverse, V1
BIKED is a dataset composed of 4500 individually designed bicycle models sourced from hundreds of designers. We expect BIKED to enable a variety of data-driven design applications for bicycles and support the development of data-driven design methods. The dataset is comprised of a variety of design information including assembly images, component i... |
Apr 9, 2024
Man, Brandon; Edwards, Kristen M.; Ahmed, Faez, 2024, "Sketch2Prototype: Rapid Conceptual Design Exploration and Prototyping with Generative AI", https://doi.org/10.7910/DVN/5D4PGC, Harvard Dataverse, V1
Base milk frother dataset The unprocessed milk frother dataset consists of 1089 images denoted as Page-X.png where X is the sample ID. The dataset also consists of a csv file named sketch_drawing.csv that includes Image_ID, that denotes the id of the image, and text, that denotes the text description of the image. The other fields in the dataset do... |
Feb 8, 2024
Picard, Cyril; Ahmed, Faez, 2024, "Engineering Design Benchmark Problems for Classification Algorithms", https://doi.org/10.7910/DVN/ZRHXNY, Harvard Dataverse, V1
This dataset contains multiple train and test sets for eight engineering datasets that can be used to evaluate classification algorithms (available in the processed directory). The eight problems are: Airfoil binary (airfoil_cl) Airfoil multi-class (airfoil_cl_m) FRAMED safety (framed_safety) FRAMED validity (framed_validity) Solar HEX (solar_hex)... |
