Chirp Live Bird Feeder Stream Bird Detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-12-23 12:35am

2023-11-27 1:27am

2023-11-26 4:24am

2023-11-26 4:10am

v4

2023-12-23 12:35am

Generated on Dec 23, 2023

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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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1869 Total Images

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Dataset Split

Train Set 70%

1308Images

Valid Set 20%

374Images

Test Set 10%

187Images

Preprocessing

No preprocessing steps were applied.

Augmentations

No augmentations were applied.

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Chirp Live Bird Feeder Stream Bird Detection

Annotate

10 / 12

Show/hide annotations(H)

train

Labels

Attributes

Raw Data

Annotations

Group:

Birds

Classes

Layers

Black_Capped_Chickadee

1

White_breasted_Nuthatch

1

Unused Classes

Blue_Jay

Carolina_Wren

Female_American_Goldfinch

Female_Cardinal

Female_Downy_Woodpecker

Female_Hairy_Woodpecker

Female_House_Finch

Female_Rose_Breasted_Grosbeak

Male_American_Goldfinch

Male_Cardinal

Male_Downy_Woodpecker

Male_Hairy_Woodpecker

Male_House_Finch

Mourning_Dove

Pileated_Woodpecker

Red_bellied_Woodpecker

Rose_Breasted_Grosbeak

Tufted_Titmouse

Tags

No Tags Applied

Type and select tags below to add them to the image.

Attributes

Chirp-Live-Bird-Feeder-Stream-Level-Green-PA_mp4-305.jpg

1280x720

0.92MP

Updated Sep 26, 55945

11:57PM

GMT+00:00

Generated by Roboflow

Training Set

Annotation History

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Raw Data

Source Data

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    "height": 720,
    "id": "TNQVifoAT6NqEP3HJaFM",
    "label": [],
    "labels": [],
    "name": "Chirp-Live-Bird-Feeder-Stream-Level-Green-PA_mp4-305.jpg",
    "numSteps": 0,
    "owner": "c5RHqhQAXWN5WbzzE7ClfCZ6S8G3",
    "preprocessing": [],
    "preprocessingParsed": [],
    "source": "TNQVifoAT6NqEP3HJaFM",
    "split": "train",
    "split.IgUQzqKXCtUshvezelCo.4": "train",
    "status": "generated",
    "transforms": "[]",
    "updated": 1703309731049,
    "updatedDate": "Sep 26, 55945",
    "updatedTime": "11:57PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "IgUQzqKXCtUshvezelCo/4"
    ],
    "width": 1280
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "White_breasted_Nuthatch",
            "x": 382.5614,
            "y": 511.25,
            "width": 129.8771,
            "height": 67.5,
            "points": [
                [
                    447.5,
                    543.75
                ],
                [
                    386.25,
                    487.5
                ],
                [
                    366.25,
                    477.5
                ],
                [
                    346.25,
                    480
                ],
                [
                    324.2667794937536,
                    497.0951717825339
                ],
                [
                    317.6228814400914,
                    510.3910075172358
                ],
                [
                    343.75,
                    505
                ],
                [
                    351.25,
                    522.5
                ],
                [
                    391.25,
                    542.5
                ],
                [
                    433.75,
                    540
                ],
                [
                    441.25,
                    545
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Black_Capped_Chickadee",
            "x": 1208.75,
            "y": 621.25,
            "width": 87.5,
            "height": 77.5,
            "points": [
                [
                    1252.5,
                    658.75
                ],
                [
                    1251.25,
                    655
                ],
                [
                    1220,
                    638.75
                ],
                [
                    1212.5,
                    616.25
                ],
                [
                    1188.75,
                    582.5
                ],
                [
                    1175,
                    583.75
                ],
                [
                    1165,
                    603.75
                ],
                [
                    1165,
                    616.25
                ],
                [
                    1172.5,
                    636.25
                ],
                [
                    1181.25,
                    645
                ],
                [
                    1191.25,
                    650
                ],
                [
                    1208.75,
                    647.5
                ],
                [
                    1218.75,
                    657.5
                ],
                [
                    1228.75,
                    655
                ],
                [
                    1236.25,
                    660
                ]
            ]
        }
    ],
    "height": 720,
    "key": "Chirp - Live Bird Feeder Stream - Level Green PA_mp4-305.jpg",
    "width": 1280
}

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