Dataset Versions

v11

2024-11-20 4:34pm

Generated on Nov 20, 2024

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YOLOv11

TXT annotations and YAML config used with YOLOv11.

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Pascal VOC XML

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

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.

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24698 Total Images

View All Images

Dataset Split

Train Set 96%

23667Images

Valid Set 4%

1006Images

Test Set 0%

25Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal

90° Rotate: Clockwise, Counter-Clockwise

Grayscale: Apply to 7% of images

Hue: Between -35° and +35°

Brightness: Between -25% and +25%

Exposure: Between -15% and +15%

Blur: Up to 1.2px

Mosaic: Applied

Similar Projects

Annotations

Group:

outfit-jYhC

CLASSES

LAYERS

blouse

long_skirt

nightie

saree

Unused Classes

bikini_bottom

bikini_top

bra

crop_top

dress

hijab

jacket

jeans

jeans_shorts

jumpsuit

kameej

leggings

lingerie

monokini

panties

pants

salwar

sarong

scarf

shorts

skirt

spaghetti

sports_bra

t-shirt

tank_top

top

yoga_pants

_a-d-r-i-j-a-_03_saree_2844232111515967595_Cd4vgk5qyBr.jpeg

640x640

0.41MP

Updated Nov 20, 2024

10:34AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 640x640
Flip	Horizontal
90° Rotate	Applied
Hue	-9°
Brightness	2%
Exposure	-9%
Blur	0.25px
Mosaic	Applied

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "hijab": 220,
        "dress": 535,
        "lingerie": 237,
        "nightie": 390,
        "spaghetti": 447,
        "panties": 621,
        "pants": 424,
        "saree": 1304,
        "scarf": 795,
        "tank_top": 428,
        "monokini": 361,
        "salwar": 711,
        "sarong": 178,
        "jeans": 489,
        "bra": 511,
        "bikini_top": 844,
        "top": 782,
        "skirt": 350,
        "bikini_bottom": 464,
        "sports_bra": 391,
        "shorts": 510,
        "leggings": 379,
        "yoga_pants": 472,
        "blouse": 1262,
        "jacket": 351,
        "jeans_shorts": 458,
        "jumpsuit": 301,
        "kameej": 1322,
        "crop_top": 775,
        "long_skirt": 384,
        "t-shirt": 533
    },
    "datasets": [
        "a1nfaXjEtuWcyDCwG3kM"
    ],
    "destination": "0e78579810a50db59da80be872e1e501",
    "height": 640,
    "id": "5p0j2HuYXg7nAmUIforo",
    "label": [],
    "labels": [],
    "name": "_a-d-r-i-j-a-_03_saree_2844232111515967595_Cd4vgk5qyBr.jpeg",
    "numSteps": 9,
    "owner": "wSn0gpGqwePdnq5rCtaZYWKWbh23",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "ninety:[0]",
        "hue:[-9]",
        "brightness:[2]",
        "exposure:[-9]",
        "blur:[0.25]",
        "mosaic:[40,63,[[0.526005,0.961482],[0.484444,0.424508],[0.023285,0.831552],[0.377563,0.098109]]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Hue",
            "value": "-9°"
        },
        {
            "name": "Brightness",
            "value": "2%"
        },
        {
            "name": "Exposure",
            "value": "-9%"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        },
        {
            "name": "Mosaic",
            "value": "Applied"
        }
    ],
    "source": "5p0j2HuYXg7nAmUIforo",
    "split": "train",
    "split.a1nfaXjEtuWcyDCwG3kM.11": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[0]\",\n    \"hue:[-9]\",\n    \"brightness:[2]\",\n    \"exposure:[-9]\",\n    \"blur:[0.25]\",\n    \"mosaic:[40,63,[[0.526005,0.961482],[0.484444,0.424508],[0.023285,0.831552],[0.377563,0.098109]]]\"\n]",
    "updated": {
        "_seconds": 1732098849,
        "_nanoseconds": 720000000
    },
    "updatedDate": "Nov 20, 2024",
    "updatedTime": "10:34AM",
    "updatedTimezone": "+00:00",
    "user_tags": [
        "saree",
        "blouse"
    ],
    "versions": [
        "a1nfaXjEtuWcyDCwG3kM/11"
    ],
    "width": 640
}

{
    "boxes": [
        {
            "label": "blouse",
            "x": 128,
            "y": 160,
            "width": 256,
            "height": 230
        },
        {
            "label": "saree",
            "x": 128,
            "y": 219,
            "width": 256,
            "height": 368
        },
        {
            "label": "long_skirt",
            "x": 470.5,
            "y": 302,
            "width": 339,
            "height": 202
        },
        {
            "label": "blouse",
            "x": 512,
            "y": 135.5,
            "width": 256,
            "height": 151
        },
        {
            "label": "nightie",
            "x": 172,
            "y": 521.5,
            "width": 168,
            "height": 237
        },
        {
            "label": "nightie",
            "x": 448,
            "y": 521.5,
            "width": 384,
            "height": 237
        }
    ],
    "height": 640,
    "key": "_a-d-r-i-j-a-_03_saree_2844232111515967595_Cd4vgk5qyBr.jpeg",
    "width": 640
}

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