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Datasets:
Francesco
/
avatar-recognition-nuexe

Tasks:
Object Detection
Modalities:
Image
Formats:
parquet
Languages:
English
Size:
< 1K
Tags:
rf100
Libraries:
Datasets
pandas
License:
Dataset card Viewer Files Community
Dataset Viewer
Auto-converted to Parquet
Full Screen
Search is not available for this dataset
image_id
int64
0
224
image
imagewidth (px)
640
640
width
int32
640
640
height
int32
640
640
objects
sequence
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{ "id": [ 35, 36, 37 ], "area": [ 2616, 3610, 4864 ], "bbox": [ [ 329, 197, 32.5, 80.5 ], [ 197, 218, 43.5, 83 ], [ 277, 299, 34.5, 141 ] ], "category": [ 1, 1, 1 ] }
58
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{ "id": [ 157, 158, 159, 160, 161, 162, 163, 164 ], "area": [ 967, 465, 800, 1669, 975, 1445, 3965, 22153 ], "bbox": [ [ 433, 243, 21.5, 45 ], [ 239, 261, 13.5, 34.5 ], [ 386, 254, 16.5, 48.5 ], [ 511, 251, 26.5, 63 ], [ 228, 272, 19.5, 50 ], [ 405, 273, 23.5, 61.5 ], [ 263, 266, 32.5, 122 ], [ 277, 256, 92.5, 239.5 ] ], "category": [ 1, 1, 1, 1, 1, 1, 1, 1 ] }
186
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{ "id": [ 547 ], "area": [ 54656 ], "bbox": [ [ 242, 196, 132.5, 412.5 ] ], "category": [ 1 ] }
84
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{ "id": [ 257 ], "area": [ 13120 ], "bbox": [ [ 291, 302, 64, 205 ] ], "category": [ 1 ] }
165
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{ "id": [ 489, 490, 491 ], "area": [ 42693, 106800, 51464 ], "bbox": [ [ 245, 142, 114, 374.5 ], [ 86, 160, 222.5, 480 ], [ 0, 239, 128.5, 400.5 ] ], "category": [ 1, 1, 1 ] }
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Dataset Card for avatar-recognition-nuexe

** The original COCO dataset is stored at dataset.tar.gz**

Dataset Summary

avatar-recognition-nuexe

Supported Tasks and Leaderboards

  • object-detection: The dataset can be used to train a model for Object Detection.

Languages

English

Dataset Structure

Data Instances

A data point comprises an image and its object annotations.

{
  'image_id': 15,
  'image': <PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=640x640 at 0x2373B065C18>,
  'width': 964043,
  'height': 640,
  'objects': {
    'id': [114, 115, 116, 117], 
    'area': [3796, 1596, 152768, 81002],
    'bbox': [
      [302.0, 109.0, 73.0, 52.0],
      [810.0, 100.0, 57.0, 28.0],
      [160.0, 31.0, 248.0, 616.0],
      [741.0, 68.0, 202.0, 401.0]
    ], 
    'category': [4, 4, 0, 0]
  }
}

Data Fields

  • image: the image id
  • image: PIL.Image.Image object containing the image. Note that when accessing the image column: dataset[0]["image"] the image file is automatically decoded. Decoding of a large number of image files might take a significant amount of time. Thus it is important to first query the sample index before the "image" column, i.e. dataset[0]["image"] should always be preferred over dataset["image"][0]
  • width: the image width
  • height: the image height
  • objects: a dictionary containing bounding box metadata for the objects present on the image
    • id: the annotation id
    • area: the area of the bounding box
    • bbox: the object's bounding box (in the coco format)
    • category: the object's category.

Who are the annotators?

Annotators are Roboflow users

Additional Information

Licensing Information

See original homepage https://universe.roboflow.com/object-detection/avatar-recognition-nuexe

Citation Information 

@misc{ avatar-recognition-nuexe,
    title = { avatar recognition nuexe Dataset },
    type = { Open Source Dataset },
    author = { Roboflow 100 },
    howpublished = { \url{ https://universe.roboflow.com/object-detection/avatar-recognition-nuexe } },
    url = { https://universe.roboflow.com/object-detection/avatar-recognition-nuexe },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { nov },
    note = { visited on 2023-03-29 },
}"

Contributions

Thanks to @mariosasko for adding this dataset.

Downloads last month
31
Homepage:
universe.roboflow.com
Point of Contact:
francesco.zuppichini@gmail.com
Size of downloaded dataset files:
11.7 MB
Size of the auto-converted Parquet files:
11.7 MB
Number of rows:
314