Dataset Versions

Versions
2024-05-13 12:31am
v2
·
10 months ago
2024-05-12 11:42pm
v1
·
10 months ago
v2

2024-05-13 12:31am

Generated on May 12, 2024
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820 Total Images

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Dataset Split

Train Set 95%
780Images
Valid Set 2%
20Images
Test Set 2%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 720x720

Augmentations

Outputs per training example: 3
Crop: 8% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -10% and +10%
Noise: Up to 0.22% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 5% Maximum Zoom

Similar Projects

See More
Pedestrain Attribute Detection
Annotate
11 / 12
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
pedestrian-attributes

CLASSES

LAYERS

 
Backpack
6
 
Bag
2
 
Boots
4
 
Cap
4
 
Coat_Black
7
 
Coat_Brown
1
 
Coat_Green
1
 
Female_Pedestrian
4
 
Male_Pedestrian
7
 
Shirt_White
1
 
Skirt_Yellow
1
 
Trousers_Black
2
 
Trousers_Blue
2
 
Trousers_Brown
3
 
Trousers_White
4
 
Trousers_Yellow
1
 
shoes
15

Unused Classes

Coat_Blue
Coat_Red
Coat_White
Coat_Yellow
Glasses
Shirt_Black
Shirt_Blue
Shirt_Brown
Shirt_Green
Shirt_Red
Shirt_Yellow
Shorts_Black
Shorts_Blue
Shorts_Brown
Shorts_Green
Shorts_Red
Shorts_White
Shorts_Yellow
Skirt_Black
Skirt_Blue
Skirt_Brown
Skirt_Green
Skirt_Red
Skirt_White
T-shirt_Black
T-shirt_Blue
T-shirt_Brown
T-shirt_Green
T-shirt_Red
T-shirt_White
T-shirt_Yellow
Trousers_Green
Trousers_Red
Umbrella

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

TownCentreXVID_mp4-0215.jpg

720x720
0.52MP

Updated May 12, 2024

7:01PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Applied Per Bounding Box
Crop Keep 91%
Centered on 50%, 8%
Resize Stretch to 720x720
Brightness 10%
Noise 0.18%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Skirt_Yellow": 34,
        "Shorts_Yellow": 42,
        "Shirt_Blue": 59,
        "T-shirt_White": 240,
        "Shorts_Black": 55,
        "Trousers_Red": 48,
        "Trousers_White": 545,
        "Trousers_Yellow": 46,
        "Umbrella": 37,
        "Coat_Green": 96,
        "Shirt_Black": 155,
        "Trousers_Brown": 339,
        "Skirt_White": 44,
        "Trousers_Blue": 503,
        "Coat_Black": 544,
        "Coat_Red": 140,
        "Coat_White": 112,
        "Skirt_Green": 28,
        "Coat_Yellow": 49,
        "Shirt_Yellow": 15,
        "Trousers_Green": 58,
        "Cap": 895,
        "Glasses": 173,
        "Shirt_Red": 44,
        "T-shirt_Black": 53,
        "Shorts_Green": 32,
        "Skirt_Brown": 25,
        "Shorts_White": 43,
        "T-shirt_Blue": 108,
        "Female_Pedestrian": 1040,
        "T-shirt_Green": 49,
        "Shorts_Brown": 28,
        "Shirt_Green": 56,
        "Shirt_White": 112,
        "Skirt_Blue": 30,
        "T-shirt_Red": 157,
        "Skirt_Black": 49,
        "T-shirt_Yellow": 108,
        "Bag": 597,
        "Coat_Brown": 197,
        "shoes": 3798,
        "Coat_Blue": 143,
        "Backpack": 457,
        "Shorts_Red": 26,
        "Skirt_Red": 58,
        "Boots": 306,
        "Shirt_Brown": 24,
        "Male_Pedestrian": 1150,
        "Shorts_Blue": 26,
        "Trousers_Black": 1359,
        "T-shirt_Brown": 21
    },
    "datasets": [
        "O6Pa79wcuTdeviDhFV1h"
    ],
    "destination": "086f3930d53648ee0513415897069cbd",
    "height": 720,
    "id": "CPY1511juNDMH91OFa7i",
    "label": [],
    "labels": [],
    "name": "TownCentreXVID_mp4-0215.jpg",
    "numSteps": 6,
    "owner": "DVj3pOQF6IZEi0TL3dtKZgcx9313",
    "preprocessing": [
        "auto-orient",
        "crop:[[97,0.775206,0.681571],[100,0.725061,0.86505],[96,0.657705,0.117297],[96,0.679213,0.069159],[96,0.444616,0.776012],[100,0.090888,0.853571],[95,0.247461,0.742548],[95,0.988624,0.232239],[95,0.56318,0.391469],[96,0.322263,0.978954],[97,0.131383,0.214146],[100,0.77341,0.405892],[100,0.166042,0.345716],[95,0.732881,0.547835],[99,0.247025,0.289666],[98,0.141031,0.999355],[96,0.840484,0.506494],[98,0.322661,0.209538],[99,0.43893,0.799728],[97,0.448447,0.74872],[97,0.208312,0.437639],[97,0.915233,0.88594],[96,0.089982,0.357512],[96,0.133715,0.285941],[99,0.694982,0.738507],[99,0.275959,0.953225],[96,0.575059,0.28473],[100,0.653862,0.112821],[100,0.024003,0.63187],[97,0.447767,0.057978],[100,0.049222,0.462302],[97,0.682733,0.279676],[99,0.906089,0.201786],[99,0.328194,0.238675],[97,0.83066,0.09634],[98,0.084735,0.781203],[98,0.224767,0.262597],[98,0.627559,0.487467],[97,0.180039,0.376727],[97,0.882729,0.540929],[97,0.225603,0.450713],[96,0.036838,0.274145],[96,0.066822,0.902889],[99,0.112429,0.499805],[98,0.129956,0.195066],[97,0.533861,0.061378],[99,0.796223,0.820685],[97,0.085922,0.85998],[96,0.988306,0.567414],[100,0.625396,0.162486],[98,0.576822,0.661048],[97,0.273573,0.780028],[97,0.972646,0.750697],[96,0.044761,0.81567],[96,0.03643,0.154554],[99,0.234422,0.936036],[96,0.228219,0.090233],[100,0.961122,0.400852],[100,0.168829,0.029689],[97,0.397323,0.23814],[95,0.25521,0.69258],[96,0.825023,0.946777],[97,0.56343,0.53525],[96,0.233126,0.278059],[97,0.78044,0.913707]]",
        "crop:[91,0.498535,0.082938]",
        "resize:[\"Stretch to\",720,720]",
        "brightness:[10]",
        "noise:[0.18,793556]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Crop",
            "value": "Keep 91%<br />Centered on 50%, 8%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 720x720"
        },
        {
            "name": "Brightness",
            "value": "10%"
        },
        {
            "name": "Noise",
            "value": "0.18%"
        }
    ],
    "source": "CPY1511juNDMH91OFa7i",
    "split": "train",
    "split.O6Pa79wcuTdeviDhFV1h.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[[97,0.775206,0.681571],[100,0.725061,0.86505],[96,0.657705,0.117297],[96,0.679213,0.069159],[96,0.444616,0.776012],[100,0.090888,0.853571],[95,0.247461,0.742548],[95,0.988624,0.232239],[95,0.56318,0.391469],[96,0.322263,0.978954],[97,0.131383,0.214146],[100,0.77341,0.405892],[100,0.166042,0.345716],[95,0.732881,0.547835],[99,0.247025,0.289666],[98,0.141031,0.999355],[96,0.840484,0.506494],[98,0.322661,0.209538],[99,0.43893,0.799728],[97,0.448447,0.74872],[97,0.208312,0.437639],[97,0.915233,0.88594],[96,0.089982,0.357512],[96,0.133715,0.285941],[99,0.694982,0.738507],[99,0.275959,0.953225],[96,0.575059,0.28473],[100,0.653862,0.112821],[100,0.024003,0.63187],[97,0.447767,0.057978],[100,0.049222,0.462302],[97,0.682733,0.279676],[99,0.906089,0.201786],[99,0.328194,0.238675],[97,0.83066,0.09634],[98,0.084735,0.781203],[98,0.224767,0.262597],[98,0.627559,0.487467],[97,0.180039,0.376727],[97,0.882729,0.540929],[97,0.225603,0.450713],[96,0.036838,0.274145],[96,0.066822,0.902889],[99,0.112429,0.499805],[98,0.129956,0.195066],[97,0.533861,0.061378],[99,0.796223,0.820685],[97,0.085922,0.85998],[96,0.988306,0.567414],[100,0.625396,0.162486],[98,0.576822,0.661048],[97,0.273573,0.780028],[97,0.972646,0.750697],[96,0.044761,0.81567],[96,0.03643,0.154554],[99,0.234422,0.936036],[96,0.228219,0.090233],[100,0.961122,0.400852],[100,0.168829,0.029689],[97,0.397323,0.23814],[95,0.25521,0.69258],[96,0.825023,0.946777],[97,0.56343,0.53525],[96,0.233126,0.278059],[97,0.78044,0.913707]]\",\n    \"crop:[91,0.498535,0.082938]\",\n    \"resize:[\\\"Stretch to\\\",720,720]\",\n    \"brightness:[10]\",\n    \"noise:[0.18,793556]\"\n]",
    "updated": {
        "_seconds": 1715540486,
        "_nanoseconds": 837000000
    },
    "updatedDate": "May 12, 2024",
    "updatedTime": "7:01PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "O6Pa79wcuTdeviDhFV1h/2"
    ],
    "width": 720
}
{
    "boxes": [
        {
            "label": "Male_Pedestrian",
            "x": 216.5,
            "y": 193.5,
            "width": 29,
            "height": 133
        },
        {
            "label": "Male_Pedestrian",
            "x": 635.5,
            "y": 483,
            "width": 51.5,
            "height": 192
        },
        {
            "label": "Male_Pedestrian",
            "x": 31.5,
            "y": 327.5,
            "width": 48,
            "height": 156
        },
        {
            "label": "Coat_Black",
            "x": 636,
            "y": 456,
            "width": 48.5,
            "height": 86.5
        },
        {
            "label": "Backpack",
            "x": 322.5,
            "y": 173,
            "width": 17.5,
            "height": 48
        },
        {
            "label": "Backpack",
            "x": 214,
            "y": 170,
            "width": 18,
            "height": 43.5
        },
        {
            "label": "Backpack",
            "x": 674,
            "y": 530.5,
            "width": 24,
            "height": 63
        },
        {
            "label": "Backpack",
            "x": 19.5,
            "y": 300,
            "width": 21,
            "height": 61.5
        },
        {
            "label": "Backpack",
            "x": 552.5,
            "y": 348,
            "width": 21,
            "height": 60
        },
        {
            "label": "Backpack",
            "x": 589,
            "y": 47,
            "width": 14,
            "height": 37
        },
        {
            "label": "Male_Pedestrian",
            "x": 325,
            "y": 195,
            "width": 30.5,
            "height": 134
        },
        {
            "label": "Trousers_White",
            "x": 399.5,
            "y": 192,
            "width": 16.5,
            "height": 58.5
        },
        {
            "label": "Trousers_White",
            "x": 551.5,
            "y": 410.5,
            "width": 20.5,
            "height": 63.5
        },
        {
            "label": "Trousers_White",
            "x": 636,
            "y": 528,
            "width": 25,
            "height": 83
        },
        {
            "label": "Trousers_White",
            "x": 522,
            "y": 416,
            "width": 15,
            "height": 57.5
        },
        {
            "label": "Female_Pedestrian",
            "x": 462,
            "y": 207.5,
            "width": 38,
            "height": 123
        },
        {
            "label": "Female_Pedestrian",
            "x": 460,
            "y": 423.5,
            "width": 44.5,
            "height": 173.5
        },
        {
            "label": "Trousers_Blue",
            "x": 608.5,
            "y": 375,
            "width": 23,
            "height": 59.5
        },
        {
            "label": "Trousers_Blue",
            "x": 217,
            "y": 215.5,
            "width": 15,
            "height": 53
        },
        {
            "label": "Trousers_Brown",
            "x": 324,
            "y": 230.5,
            "width": 12,
            "height": 56
        },
        {
            "label": "Trousers_Brown",
            "x": 32.5,
            "y": 357,
            "width": 32,
            "height": 77
        },
        {
            "label": "Trousers_Brown",
            "x": 273,
            "y": 143.5,
            "width": 10.5,
            "height": 50.5
        },
        {
            "label": "Boots",
            "x": 451,
            "y": 480,
            "width": 11.5,
            "height": 52.5
        },
        {
            "label": "Boots",
            "x": 43.5,
            "y": 361,
            "width": 17.5,
            "height": 37
        },
        {
            "label": "Boots",
            "x": 466.5,
            "y": 469.5,
            "width": 9,
            "height": 44.5
        },
        {
            "label": "Skirt_Yellow",
            "x": 419.5,
            "y": 25,
            "width": 9.5,
            "height": 23
        },
        {
            "label": "shoes",
            "x": 635,
            "y": 570,
            "width": 8.5,
            "height": 12
        },
        {
            "label": "shoes",
            "x": 48,
            "y": 369.5,
            "width": 9,
            "height": 20.5
        },
        {
            "label": "shoes",
            "x": 610,
            "y": 410,
            "width": 6,
            "height": 10.5
        },
        {
            "label": "shoes",
            "x": 599,
            "y": 405,
            "width": 6.5,
            "height": 12
        },
        {
            "label": "shoes",
            "x": 212.5,
            "y": 247.5,
            "width": 7,
            "height": 8.5
        },
        {
            "label": "shoes",
            "x": 545,
            "y": 447.5,
            "width": 7.5,
            "height": 15.5
        },
        {
            "label": "shoes",
            "x": 222,
            "y": 455.5,
            "width": 9,
            "height": 14.5
        },
        {
            "label": "shoes",
            "x": 393.5,
            "y": 222,
            "width": 6.5,
            "height": 9
        },
        {
            "label": "shoes",
            "x": 465.5,
            "y": 483.5,
            "width": 7,
            "height": 16
        },
        {
            "label": "shoes",
            "x": 366,
            "y": 421.5,
            "width": 11,
            "height": 11
        },
        {
            "label": "shoes",
            "x": 23.5,
            "y": 391,
            "width": 12,
            "height": 11
        },
        {
            "label": "shoes",
            "x": 443,
            "y": 445.5,
            "width": 13,
            "height": 13.5
        },
        {
            "label": "shoes",
            "x": 629.5,
            "y": 549.5,
            "width": 4.5,
            "height": 11
        },
        {
            "label": "shoes",
            "x": 402,
            "y": 219.5,
            "width": 6.5,
            "height": 7
        },
        {
            "label": "shoes",
            "x": 450.5,
            "y": 495.5,
            "width": 10,
            "height": 19.5
        },
        {
            "label": "Shirt_White",
            "x": 363.5,
            "y": 324,
            "width": 32.5,
            "height": 69
        },
        {
            "label": "Cap",
            "x": 276,
            "y": 105.5,
            "width": 8.5,
            "height": 14
        },
        {
            "label": "Cap",
            "x": 680,
            "y": 472,
            "width": 14,
            "height": 27.5
        },
        {
            "label": "Cap",
            "x": 347,
            "y": 28,
            "width": 9,
            "height": 12.5
        },
        {
            "label": "Cap",
            "x": 638.5,
            "y": 399.5,
            "width": 13.5,
            "height": 21.5
        },
        {
            "label": "Trousers_Black",
            "x": 364.5,
            "y": 387.5,
            "width": 17.5,
            "height": 68.5
        },
        {
            "label": "Trousers_Yellow",
            "x": 345,
            "y": 92.5,
            "width": 14.5,
            "height": 40
        },
        {
            "label": "Coat_Black",
            "x": 23,
            "y": 298.5,
            "width": 22,
            "height": 49.5
        },
        {
            "label": "Male_Pedestrian",
            "x": 366,
            "y": 352,
            "width": 33,
            "height": 165
        },
        {
            "label": "Coat_Black",
            "x": 342.5,
            "y": 338.5,
            "width": 21,
            "height": 95
        },
        {
            "label": "Bag",
            "x": 331.5,
            "y": 348.5,
            "width": 8,
            "height": 35
        },
        {
            "label": "Female_Pedestrian",
            "x": 339.5,
            "y": 336,
            "width": 30.5,
            "height": 136.5
        },
        {
            "label": "Coat_Black",
            "x": 462.5,
            "y": 405.5,
            "width": 23.5,
            "height": 72.5
        },
        {
            "label": "Male_Pedestrian",
            "x": 555.5,
            "y": 378,
            "width": 31,
            "height": 159
        },
        {
            "label": "Female_Pedestrian",
            "x": 521.5,
            "y": 376.5,
            "width": 37,
            "height": 149
        },
        {
            "label": "Coat_Black",
            "x": 525.5,
            "y": 353.5,
            "width": 21,
            "height": 63
        },
        {
            "label": "Bag",
            "x": 534,
            "y": 364.5,
            "width": 6.5,
            "height": 31
        },
        {
            "label": "Coat_Black",
            "x": 456,
            "y": 194.5,
            "width": 16,
            "height": 53.5
        },
        {
            "label": "Trousers_Black",
            "x": 454.5,
            "y": 232,
            "width": 14.5,
            "height": 35
        },
        {
            "label": "Boots",
            "x": 453,
            "y": 259.5,
            "width": 4,
            "height": 16
        },
        {
            "label": "Coat_Black",
            "x": 215.5,
            "y": 164,
            "width": 19.5,
            "height": 50.5
        },
        {
            "label": "Coat_Brown",
            "x": 323,
            "y": 172.5,
            "width": 21.5,
            "height": 56.5
        },
        {
            "label": "Male_Pedestrian",
            "x": 400,
            "y": 170,
            "width": 30.5,
            "height": 130
        },
        {
            "label": "Coat_Green",
            "x": 400.5,
            "y": 146,
            "width": 16.5,
            "height": 42.5
        }
    ],
    "height": 720,
    "key": "TownCentreXVID_mp4-0215.jpg",
    "width": 720
}

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