Dataset Versions
Versions
2024-11-12 1:29pm
v17
· 12 days ago
2024-11-12 12:30pm
v16
· 12 days ago
2024-10-21 3:07pm
v15
· a month ago
2024-10-11 5:34am
v14
· a month ago
2024-10-06 10:18am
v13
· 2 months ago
2024-10-06 9:37am
v12
· 2 months ago
2024-10-05 2:21pm
v11
· 2 months ago
2024-10-05 2:20pm
v10
· 2 months ago
2024-10-05 2:18pm
v9
· 2 months ago
2024-10-05 1:53pm
v8
· 2 months ago
2024-10-05 9:48am
v7
· 2 months ago
2024-10-05 7:10am
v6
· 2 months ago
2024-10-05 4:43am
v5
· 2 months ago
2024-10-02 9:59am
v4
· 2 months ago
2024-10-02 4:50am
v3
· 2 months ago
2024-10-02 1:50am
v2
· 2 months ago
2024-10-02 12:52am
v1
· 2 months ago
v9
2024-10-05 2:18pm
Generated on Oct 5, 2024
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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0 Total Images
View All ImagesPreprocessing
Auto-Orient: Applied
Dynamic Crop: Class: bees
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 23% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Noise: Up to 0.1% of pixels