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Bird Detector for WindTurbines

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-07-01 6:56pm

Generated on Jul 1, 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.

Other Formats

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1816 Total Images

View All Images

Dataset Split

Train Set 73%

1328Images

Valid Set 16%

296Images

Test Set 11%

192Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Auto-Adjust Contrast: Using Contrast Stretching

Tile: 2 rows x 2 columns

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

birds

V_BIRD_033_mp4-16.jpg

640x640

0.41MP

Updated Jan 5, 55468

12:51PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Tile

Row: 1 of 2
Column: 2 of 2

Resize

Stretch to 640x640

Auto-Adjust Contrast

Contrast Stretching

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "6v27enieQ9iqereGKnaq"
    ],
    "destination": "54c0a487b796593e87842a8e77bfc805",
    "height": 640,
    "id": "DOkUlXKPEiNCl2F7c5aj",
    "label": [],
    "labels": [],
    "name": "V_BIRD_033_mp4-16.jpg",
    "numSteps": 4,
    "owner": "EZKv22sB0RhtXc5UVIm3GkQHi9x2",
    "preprocessing": [
        "auto-orient",
        "tile:[1,0,2,2]",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Contrast Stretching\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Tile",
            "value": "Row: 1 of 2<br/>Column: 2 of 2"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        }
    ],
    "source": "DOkUlXKPEiNCl2F7c5aj",
    "split": "train",
    "split.6v27enieQ9iqereGKnaq.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"tile:[1,0,2,2]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\"\n]",
    "updated": 1688234187114,
    "updatedDate": "Jan 5, 55468",
    "updatedTime": "12:51PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "6v27enieQ9iqereGKnaq/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "animal",
            "x": 3,
            "y": 606,
            "width": 6,
            "height": 31
        }
    ],
    "height": 640,
    "key": "V_BIRD_033_mp4-16_jpg.rf.f00ae2d02f0ea57b3b09b5ccf0d46adb.jpg",
    "width": 640
}

Bird Detector for WindTurbines

Dataset Versions

2023-07-01 6:56pm

Popular Download Formats

1816 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

V_BIRD_033_mp4-16.jpg

Updated Jan 5, 55468

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data