bee Image Dataset
Versions
2024-05-02 1:09pm
v14
May 2, 2024
2024-04-30 9:25pm
v12
Apr 30, 2024
2024-04-30 12:38am
v11
Apr 29, 2024
2024-04-29 11:39pm
v10
Apr 29, 2024
2024-04-25 11:20pm
v9
Apr 25, 2024
2024-04-25 10:10pm
v8
Apr 25, 2024
2024-04-25 12:28am
v7
Apr 24, 2024
2024-04-12 1:15am
v6
Apr 11, 2024
2024-04-11 1:10am
v5
Apr 10, 2024
2024-03-24 9:04pm
v4
Mar 24, 2024
2024-03-23 10:10am
v3
Mar 23, 2024
2024-03-15 1:24am
v2
Mar 14, 2024
2024-03-07 1:19am
v1
Mar 6, 2024
v6
2024-04-12 1:15am
Generated on Apr 11, 2024
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
Choose another format.
255 Total Images
View All Images
Dataset Split
Train Set 82%
208Images
Valid Set 13%
34Images
Test Set 5%
13Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
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