Dataset Versions

v20

yolov10s-640

Generated on May 25, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.

Dataset Split

Train Set 71%
87847Images
Valid Set 19%
23597Images
Test Set 10%
11828Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640

Augmentations

No augmentations were applied.

Similar Projects

See More
COCO Dataset
Annotate
Show/hide annotations(H)
test
Labels
Attributes
Raw Data

Annotations

Group:
object

CLASSES

LAYERS

 
horse
3
 
person
4

Unused Classes

airplane
apple
backpack
banana
baseball bat
baseball glove
bear
bed
bench
bicycle
bird
boat
book
bottle
bowl
broccoli
bus
cake
car
carrot
cat
cell phone
chair
clock
couch
cow
cup
dining table
dog
donut
elephant
fire hydrant
fork
frisbee
giraffe
hair drier
handbag
hot dog
keyboard
kite
knife
laptop
microwave
motorcycle
mouse
orange
oven
parking meter
pizza
potted plant
refrigerator
remote
sandwich
scissors
sheep
sink
skateboard
skis
snowboard
spoon
sports ball
stop sign
suitcase
surfboard
teddy bear
tennis racket
tie
toaster
toilet
toothbrush
traffic light
train
truck
tv
umbrella
vase
wine glass
zebra

Tags

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

Attributes

000000228914.jpg

640x640
0.41MP

Updated May 24, 2024

11:35PM
GMT+00:00

Generated by Roboflow

Testing Set

Transforms

Auto-Orient Applied
Resize Fit (black edges) in 640x640

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "bed": 4355,
        "potted plant": 8995,
        "bus": 6354,
        "tv": 6093,
        "bicycle": 7427,
        "couch": 6040,
        "toothbrush": 2009,
        "cow": 8526,
        "vase": 6890,
        "laptop": 5201,
        "remote": 5985,
        "frisbee": 2797,
        "hot dog": 3045,
        "motorcycle": 9095,
        "mouse": 2368,
        "tie": 6750,
        "cake": 6663,
        "bird": 11246,
        "donut": 7517,
        "spoon": 6417,
        "fire hydrant": 1966,
        "bear": 1365,
        "train": 4761,
        "banana": 9837,
        "suitcase": 6495,
        "bench": 10251,
        "baseball bat": 3421,
        "sink": 5835,
        "stop sign": 2058,
        "clock": 6601,
        "baseball glove": 3895,
        "horse": 6860,
        "knife": 8093,
        "toilet": 4336,
        "giraffe": 5363,
        "person": 273390,
        "skis": 6886,
        "dog": 5726,
        "elephant": 5768,
        "hair drier": 209,
        "refrigerator": 2763,
        "cup": 21547,
        "snowboard": 2750,
        "skateboard": 5721,
        "surfboard": 6395,
        "book": 25876,
        "dining table": 16408,
        "truck": 10388,
        "broccoli": 7624,
        "parking meter": 1345,
        "bottle": 25367,
        "bowl": 14979,
        "cell phone": 6694,
        "apple": 6090,
        "sports ball": 6602,
        "pizza": 6106,
        "car": 45798,
        "cat": 4970,
        "toaster": 234,
        "microwave": 1728,
        "sheep": 9870,
        "zebra": 5571,
        "keyboard": 3008,
        "wine glass": 8256,
        "oven": 3476,
        "umbrella": 11844,
        "chair": 40272,
        "sandwich": 4550,
        "boat": 11189,
        "orange": 6686,
        "scissors": 1517,
        "fork": 5694,
        "handbag": 12891,
        "airplane": 5278,
        "backpack": 9090,
        "teddy bear": 4984,
        "kite": 9412,
        "tennis racket": 5037,
        "carrot": 8223,
        "traffic light": 13521
    },
    "datasets": [
        "43OxjDl449AxuKXDjkMP"
    ],
    "destination": "14cabb78def63c9f3e974b8cecfdc083",
    "height": 640,
    "id": "h5xDQFmGjpuI0yYXlvPe",
    "label": [],
    "labels": [],
    "name": "000000228914.jpg",
    "numSteps": 2,
    "owner": "BTRTpB7nxxjUchrOQ9vT",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fit (black edges) in\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit (black edges) in 640x640"
        }
    ],
    "source": "h5xDQFmGjpuI0yYXlvPe",
    "split": "test",
    "split.43OxjDl449AxuKXDjkMP.14": "test",
    "split.43OxjDl449AxuKXDjkMP.15": "test",
    "split.43OxjDl449AxuKXDjkMP.16": "test",
    "split.43OxjDl449AxuKXDjkMP.17": "test",
    "split.43OxjDl449AxuKXDjkMP.18": "test",
    "split.43OxjDl449AxuKXDjkMP.19": "test",
    "split.43OxjDl449AxuKXDjkMP.20": "test",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit (black edges) in\\\",640,640]\"\n]",
    "updated": {
        "_seconds": 1716593746,
        "_nanoseconds": 773000000
    },
    "updatedDate": "May 24, 2024",
    "updatedTime": "11:35PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "43OxjDl449AxuKXDjkMP/14",
        "43OxjDl449AxuKXDjkMP/15",
        "43OxjDl449AxuKXDjkMP/16",
        "43OxjDl449AxuKXDjkMP/17",
        "43OxjDl449AxuKXDjkMP/18",
        "43OxjDl449AxuKXDjkMP/19",
        "43OxjDl449AxuKXDjkMP/20"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "horse",
            "x": 372.065,
            "y": 413.795,
            "width": 440.63,
            "height": 223.05000000000007,
            "points": [
                [
                    157.846667,
                    398.556667
                ],
                [
                    161.241905,
                    402.21381
                ],
                [
                    162.113333,
                    401.603333
                ],
                [
                    165.072857,
                    405.565714
                ],
                [
                    166.38,
                    404.65
                ],
                [
                    168.90381,
                    408.917619
                ],
                [
                    230.199048,
                    462.548095
                ],
                [
                    234.333333,
                    459.806667
                ],
                [
                    234.03,
                    465.9
                ],
                [
                    320.87,
                    493.33
                ],
                [
                    401.32,
                    476.87
                ],
                [
                    425.09,
                    499.72
                ],
                [
                    450.68,
                    518.01
                ],
                [
                    498.22,
                    507.04
                ],
                [
                    499.135,
                    499.725
                ],
                [
                    503.4775,
                    496.7525
                ],
                [
                    513.76,
                    509.78
                ],
                [
                    551.24,
                    525.32
                ],
                [
                    575.01,
                    516.18
                ],
                [
                    592.38,
                    489.67
                ],
                [
                    577.75,
                    475.96
                ],
                [
                    557.584706,
                    474.292941
                ],
                [
                    560.38,
                    446.7
                ],
                [
                    555.395,
                    446.300156
                ],
                [
                    556.60875,
                    442.815
                ],
                [
                    530.21,
                    415.62
                ],
                [
                    482.68,
                    386.37
                ],
                [
                    442.45,
                    363.51
                ],
                [
                    397.66,
                    368.08
                ],
                [
                    329.1,
                    379.97
                ],
                [
                    312.646,
                    378.874
                ],
                [
                    319.96,
                    370.83
                ],
                [
                    314.47,
                    343.4
                ],
                [
                    268.76,
                    320.55
                ],
                [
                    253.68,
                    326.035
                ],
                [
                    249.57,
                    305.92
                ],
                [
                    244.388333,
                    308.053333
                ],
                [
                    244.084444,
                    305.514444
                ],
                [
                    239.206667,
                    310.186667
                ],
                [
                    238.598889,
                    305.108889
                ],
                [
                    200.2,
                    302.27
                ],
                [
                    168.21,
                    331.52
                ],
                [
                    170.03,
                    348.89
                ],
                [
                    154.49,
                    371.74
                ],
                [
                    152.663333,
                    383.926667
                ],
                [
                    151.75,
                    390.02
                ],
                [
                    153.58,
                    395.51
                ],
                [
                    157.410952,
                    398.861905
                ],
                [
                    157.846667,
                    398.556667
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "person",
            "x": 455.06499999999994,
            "y": 309.135,
            "width": 132.46999999999997,
            "height": 104.82999999999998,
            "points": [
                [
                    418.38,
                    319.62
                ],
                [
                    435.53,
                    327.24
                ],
                [
                    418.38,
                    332.96
                ],
                [
                    418.38,
                    344.39
                ],
                [
                    420.28,
                    361.55
                ],
                [
                    451.73,
                    360.6
                ],
                [
                    448.87,
                    348.21
                ],
                [
                    458.4,
                    346.3
                ],
                [
                    489.85,
                    344.39
                ],
                [
                    501.29,
                    340.58
                ],
                [
                    513.68,
                    335.82
                ],
                [
                    521.3,
                    322.47
                ],
                [
                    516.54,
                    298.65
                ],
                [
                    501.29,
                    291.02
                ],
                [
                    485.09,
                    276.73
                ],
                [
                    469.84,
                    275.78
                ],
                [
                    430.77,
                    270.06
                ],
                [
                    425.05,
                    260.53
                ],
                [
                    407.89,
                    256.72
                ],
                [
                    397.41,
                    261.48
                ],
                [
                    390.74,
                    268.15
                ],
                [
                    388.83,
                    296.74
                ],
                [
                    394.55,
                    306.27
                ],
                [
                    406.94,
                    314.85
                ],
                [
                    418.38,
                    319.62
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "person",
            "x": 317.35,
            "y": 337.375,
            "width": 205.32,
            "height": 170.19000000000003,
            "points": [
                [
                    337.64,
                    334.65
                ],
                [
                    324.31,
                    346.16
                ],
                [
                    312.81,
                    358.88
                ],
                [
                    301.9,
                    376.44
                ],
                [
                    297.66,
                    407.93
                ],
                [
                    285.55,
                    410.36
                ],
                [
                    282.52,
                    418.84
                ],
                [
                    284.34,
                    420.65
                ],
                [
                    302.51,
                    420.05
                ],
                [
                    332.19,
                    422.47
                ],
                [
                    331.58,
                    403.09
                ],
                [
                    334,
                    364.93
                ],
                [
                    346.12,
                    364.93
                ],
                [
                    403.05,
                    359.48
                ],
                [
                    413.95,
                    351
                ],
                [
                    420.01,
                    335.25
                ],
                [
                    412.14,
                    318.9
                ],
                [
                    390.33,
                    301.94
                ],
                [
                    367.32,
                    283.17
                ],
                [
                    321.89,
                    270.45
                ],
                [
                    317.65,
                    261.97
                ],
                [
                    307.96,
                    252.28
                ],
                [
                    294.63,
                    255.3
                ],
                [
                    276.46,
                    263.18
                ],
                [
                    277.68,
                    283.77
                ],
                [
                    273.44,
                    290.43
                ],
                [
                    281.31,
                    291.65
                ],
                [
                    257.08,
                    295.88
                ],
                [
                    240.73,
                    306.79
                ],
                [
                    235.28,
                    316.48
                ],
                [
                    233.46,
                    314.66
                ],
                [
                    220.74,
                    312.84
                ],
                [
                    217.11,
                    317.08
                ],
                [
                    214.69,
                    327.99
                ],
                [
                    223.17,
                    326.77
                ],
                [
                    253.45,
                    323.75
                ],
                [
                    270.41,
                    316.48
                ],
                [
                    308.57,
                    301.94
                ],
                [
                    307.96,
                    319.51
                ],
                [
                    323.71,
                    327.38
                ],
                [
                    337.64,
                    334.65
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "person",
            "x": 364.56,
            "y": 249.99,
            "width": 81.77999999999997,
            "height": 44.640000000000015,
            "points": [
                [
                    405.45,
                    258.57
                ],
                [
                    395.47,
                    251.39
                ],
                [
                    383.29,
                    240.47
                ],
                [
                    373.61,
                    237.97
                ],
                [
                    364.87,
                    237.03
                ],
                [
                    357.38,
                    234.22
                ],
                [
                    352.08,
                    229.85
                ],
                [
                    340.22,
                    227.67
                ],
                [
                    330.54,
                    233.29
                ],
                [
                    323.67,
                    243.28
                ],
                [
                    325.86,
                    249.83
                ],
                [
                    329.6,
                    251.39
                ],
                [
                    338.34,
                    255.45
                ],
                [
                    345.83,
                    261.38
                ],
                [
                    350.83,
                    261.38
                ],
                [
                    363.63,
                    258.88
                ],
                [
                    386.1,
                    272.31
                ],
                [
                    384.85,
                    270.74
                ],
                [
                    393.28,
                    267.31
                ],
                [
                    405.45,
                    258.57
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "person",
            "x": 348.845,
            "y": 275.275,
            "width": 78.34999999999997,
            "height": 51.410000000000025,
            "points": [
                [
                    333.59,
                    273.49
                ],
                [
                    351.45,
                    278.71
                ],
                [
                    365.2,
                    282.56
                ],
                [
                    387.47,
                    300.98
                ],
                [
                    388.02,
                    286.96
                ],
                [
                    386.64,
                    271.56
                ],
                [
                    363.28,
                    259.19
                ],
                [
                    349.8,
                    261.94
                ],
                [
                    338.81,
                    264.41
                ],
                [
                    338.53,
                    259.74
                ],
                [
                    333.59,
                    255.07
                ],
                [
                    327.81,
                    251.22
                ],
                [
                    320.94,
                    249.57
                ],
                [
                    315.99,
                    250.39
                ],
                [
                    309.67,
                    255.89
                ],
                [
                    318.19,
                    261.12
                ],
                [
                    321.49,
                    269.64
                ],
                [
                    333.59,
                    273.49
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "horse",
            "x": 557.04,
            "y": 401.57500000000005,
            "width": 162.95999999999998,
            "height": 97.20999999999998,
            "points": [
                [
                    481.28,
                    377.75
                ],
                [
                    492.71,
                    385.37
                ],
                [
                    524.16,
                    411.11
                ],
                [
                    539.41,
                    422.54
                ],
                [
                    558.47,
                    439.7
                ],
                [
                    567.05,
                    443.51
                ],
                [
                    633.76,
                    450.18
                ],
                [
                    633.76,
                    445.41
                ],
                [
                    638.52,
                    425.4
                ],
                [
                    637.57,
                    411.11
                ],
                [
                    637.57,
                    395.86
                ],
                [
                    637.57,
                    382.51
                ],
                [
                    613.74,
                    355.83
                ],
                [
                    581.34,
                    352.97
                ],
                [
                    562.28,
                    360.6
                ],
                [
                    543.22,
                    362.5
                ],
                [
                    478.42,
                    357.74
                ],
                [
                    476.51,
                    357.74
                ],
                [
                    475.56,
                    369.17
                ],
                [
                    481.28,
                    377.75
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "horse",
            "x": 522.525,
            "y": 345.645,
            "width": 106.87000000000006,
            "height": 38.99000000000001,
            "points": [
                [
                    484.84,
                    360.76
                ],
                [
                    508.93,
                    361.2
                ],
                [
                    543.98,
                    361.2
                ],
                [
                    575.53,
                    357.26
                ],
                [
                    575.96,
                    352.88
                ],
                [
                    575.09,
                    351.56
                ],
                [
                    561.51,
                    346.3
                ],
                [
                    539.6,
                    337.1
                ],
                [
                    517.7,
                    326.15
                ],
                [
                    511.56,
                    337.54
                ],
                [
                    484.86,
                    346.4
                ],
                [
                    469.09,
                    349.03
                ],
                [
                    475.64,
                    365.14
                ],
                [
                    476.51,
                    364.27
                ],
                [
                    484.84,
                    360.76
                ]
            ]
        }
    ],
    "height": 640,
    "key": "000000228914.jpg",
    "width": 640
}

Annotation Editor

Delete
Save (Enter)

Smart Polygon

Click inside to remove area or outside to expand.
Undo
Redo
Simplify
Simple Complex
Delete
Finish (Enter)
170%
Reset