Datasets
Open Access
EPRI Distribution Inspection Imagery
- Citation Author(s):
- Submitted by:
- Dexter Lewis
- Last updated:
- Wed, 07/20/2022 - 18:10
- DOI:
- 10.21227/rh5n-xn68
- Data Format:
- Links:
- License:
2079 Views- Categories:
Abstract
There is an industry gap for publicly available electric utility infrastructure imagery. The Electric Power Research Institute (EPRI) is filling this gap to support public and private sector AI innovation. This dataset consists of ~30,000 images of overhead Distribution infrastructure. These images have been anonymized, reviewed, and .exif image-data scrubbed. EPRI intends to label these data to support its own research activities. As these labels are created, EPRI will periodically update this dataset with those data.
Update: July 2022
Annoations for these data can be found here.
https://www.kaggle.com/datasets/dexterlewis/epri-distribution-inspection...
EPRI Distribution Taxonomy and Guidance Github Wiki
https://github.com/pkulkarni-epri/DistributionTaxonomy/wiki
Dataset Files
Circuit1.zip (7.05 GB)- Circuit2.zip (10.92 GB)
- Circuit3.zip (3.13 GB)
- Circuit4.zip (3.24 GB)
- Circuit5.zip (1.33 GB)
- Circuit6.zip (2.17 GB)
- Circuit7.zip (2.20 GB)
- Circuit8.zip (2.16 GB)
- Circuit9.zip (7.19 GB)
- Circuit10.zip (1.88 GB)
- Circuit11A.zip (7.56 GB)
- Circuit11B.zip (7.04 GB)
- Circuit11C.zip (8.84 GB)
- Circuit12A.zip (5.76 GB)
- Circuit12B.zip (5.58 GB)
- Circuit13A.zip (5.56 GB)
- Circuit13B.zip (2.39 GB)
- Circuit14.zip (6.14 GB)
- Circuit15A.zip (4.98 GB)
- Circuit15B.zip (4.15 GB)
- Circuit16A.zip (5.89 GB)
- Circuit16B.zip (6.89 GB)
Open Access dataset files are accessible to all logged in users. Don't have a login? Create a free IEEE account. IEEE Membership is not required.
Comments
What are the GPU requirements