Hugging Face's logo

Datasets:
nikokons
/
indoor-geolocation-embeddings

Tasks:
Image Feature Extraction
Modalities:
Text
Formats:
csv
Languages:
English
Size:
100K - 1M
Tags:
geolocalisation
image-retrieval
deep-hashing
indoor-scenes
embeddings
segmentation
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
Community
1
Dataset Viewer
Auto-converted to Parquet Duplicate
Country
stringclasses
14 values
Segment
stringclasses
18 values
Image Name
stringlengths
20
30
Binary Code
stringlengths
1.56k
1.56k
Japan
fridge
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Japan
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Japan
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Japan
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Japan
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Japan
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Japan
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Japan
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Indoor Geolocation Embeddings

Pre-computed embeddings and segmentation features for residential indoor image geolocation.
Official data for: "Multi-Source Visual Language Model Fusion for Indoor Geolocation Reliability"
IEEE Access 2026 · DOI: 10.1109/ACCESS.2026.3656619

Dataset Description

Property Detail
Total features 110,438 features from residential indoor images
Countries 14
Embedding size 128-bit binary hash codes {-1, +1}
Segment features 402,859 rows (512-bit DHN codes)
License Apache-2.0

Files

File Shape Description
geo_14c.npy (110438, 128) float32 128-bit binary hash codes per image
geo_14c_labels.ob list of 110,438 Image paths-labels
segmentation_features_dhn.csv (402859, 4) Per-segment 512-bit DHN codes

Supported Countries

Continent Countries
Europe Germany, Poland, Norway, France, Hungary
Asia Pakistan, Kazakhstan, Japan, South Korea
Latin America Bolivia, Chile, Argentina, Colombia, Peru

Paper evaluation uses a 6-country subset: Argentina, Chile, France, Germany, Japan, Norway.

Usage 

import numpy as np
import pickle
import pandas as pd

embeddings = np.load("geo_14c.npy")
with open("geo_14c_labels.ob", "rb") as f:
    labels = pickle.load(f)
df = pd.read_csv("segmentation_features_dhn.csv")

Citation

Paper Link: Multi-Source Visual Language Model Fusion for Indoor Geolocation Reliability

@ARTICLE{Konstantinou2026MultiSource,
  author={Konstantinou, Nikolaos and Semertzidis, Theodoros and Daras, Petros},
  journal={IEEE Access}, 
  title={Multi-Source Visual Language Model Fusion for Indoor Geolocation Reliability}, 
  year={2026},
  volume={14},
  pages={13202-13217},
  doi={10.1109/ACCESS.2026.3656619}
}
Downloads last month
12
Size of downloaded dataset files:
645 MB
Size of the auto-converted Parquet files:
174 MB
Number of rows:
402,859