Objects Image Dataset

Try Pre-Trained Model

2024-03-15 4:13pm

v34

Mar 15, 2024

v28

2024-03-13 6:00pm

Generated on Mar 13, 2024

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Popular Download Formats

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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670 Total Images

View All Images

Dataset Split

Train Set 87%

585Images

Valid Set 9%

59Images

Test Set 4%

26Images

Preprocessing

Auto-Orient: Applied

Resize: Fit within 800x600

Grayscale: Applied

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

Crop: 0% Minimum Zoom, 30% Maximum Zoom

Rotation: Between -15° and +15°

Grayscale: Apply to 21% of images

Brightness: Between -15% and +15%

Blur: Up to 2.5px

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Objects Image Dataset

2024-03-13 6:00pm

Popular Download Formats

670 Total Images

Dataset Split

Preprocessing

Augmentations

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