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Densly Packed Object Detection

Object Detection

Dataset Versions

2023-10-20 3:44pm

a year ago

2023-10-20 3:44pm

Generated on Oct 20, 2023

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Popular Download Formats

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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195 Total Images

View All Images

Dataset Split

Train Set 70%

136Images

Valid Set 20%

39Images

Test Set 10%

20Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 416x416

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

Objects

test_149.jpg

416x416

0.17MP

Updated Jan 15, 55771

12:14PM

GMT+00:00

Generated by Roboflow

Testing Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 416x416

Raw Data

Source Data

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    "height": 416,
    "id": "K2neKma0DO8fhoQGdpK5",
    "label": [],
    "labels": [],
    "name": "test_149.jpg",
    "numSteps": 2,
    "owner": "kRpqJ1kJ5DNeiIJeGxcnuB5gR902",
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    "split": "test",
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    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\"\n]",
    "updated": 1697796850494,
    "updatedDate": "Jan 15, 55771",
    "updatedTime": "12:14PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "IgXIFwFIO2XrT1KP43cC/1"
    ],
    "width": 416
}

Annotation Data

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}

Densly Packed Object Detection

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2023-10-20 3:44pm

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