Dataset Versions
Versions
2024-11-09 5:13am
v29
· a day ago
2024-11-02 12:19pm
v28
· 8 days ago
2024-11-01 8:35am
v27
· 9 days ago
Greyscale_wBrightfield_for_yaml
v25
· 2 months ago
Greyscale_wBrightfield_cutout
v24
· 2 months ago
Greyscale_wBrightfield_cutout
v23
· 2 months ago
Greyscale_wBrightfield
v22
· 2 months ago
Greyscale_Dataset
v20
· 3 months ago
Greyscale_no_blur
v18
· 3 months ago
Greyscale_augmented
v17
· 3 months ago
2024-07-17 8:11am
v12
· 4 months ago
2024-07-17 7:05am
v10
· 4 months ago
2024-07-17 6:48am
v9
· 4 months ago
2024-07-17 2:39am
v6
· 4 months ago
2024-07-11 9:19am
v5
· 4 months ago
2024-06-23 2:48pm
v3
· 5 months ago
2024-06-23 2:46pm
v2
· 5 months ago
v24
Greyscale_wBrightfield_cutout
Generated on Sep 13, 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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507 Total Images
View All Images
Dataset Split
Train Set 82%
414Images
Valid Set 14%
73Images
Test Set 4%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 255x255
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Cutout: 5 boxes with 17% size each