Dataset Versions
Versions
2023-02-08 12:50pm
v11
· 2 years ago
2023-02-02 10:27pm
v10
· 2 years ago
2023-02-02 10:19pm
v9
· 2 years ago
2023-02-02 7:38pm
v8
· 2 years ago
55 images
v7
· 2 years ago
3k3_Bacteria -Box Cropped- 200 Stretched-
v6
· 2 years ago
2023-01-27 12:21pm
v5
· 2 years ago
7k4_Bacteria -Box Cropped- No Stretch-
v4
· 2 years ago
55_Bacteria -Not Box Cropped-
v3
· 2 years ago
7k5_Bacteria -Box Cropped-
v2
· 2 years ago
7k9_Bacteria -Box Cropped-
v1
· 2 years ago
v1
7k9_Bacteria -Box Cropped-
Generated on Jan 26, 2023
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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7900 Total Images
View All Images
Dataset Split
Train Set 88%
6951Images
Valid Set %
0Images
Test Set 12%
949Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Augmentations
Outputs per training example: 3
Brightness: Between -17% and +17%
Exposure: Between -11% and +11%
Blur: Up to 1px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal, Vertical