Micro Colonies Dataset
Versions
2023-08-19 10:37am
v12
· a year ago
final
v11
· a year ago
last_balanced
v10
· a year ago
final_augm
v9
· a year ago
last_version
v8
· a year ago
2023-07-22 10:52am
v7
· a year ago
2023-07-21 5:29pm
v6
· a year ago
2023-07-21 4:38pm
v5
· a year ago
2023-07-20 8:27pm
v4
· a year ago
2023-07-20 6:33pm
v3
· a year ago
2023-07-20 5:53pm
v2
· a year ago
2023-07-20 5:52pm
v1
· a year ago
v6
2023-07-21 5:29pm
Generated on Jul 21, 2023
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.
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374 Total Images
View All Images
Dataset Split
Train Set 84%
314Images
Valid Set 9%
35Images
Test Set 7%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1024x1024
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels