colony Image Dataset
Versions
2024-02-02 10:00am
v19
Feb 2, 2024
2023-07-10 3:05pm
v18
Jul 10, 2023
2022-09-22 9:32pm
v17
Sep 22, 2022
2022-09-22 9:29pm
v16
Sep 22, 2022
Tile
v13
Sep 16, 2022
Nontile
v11
Sep 15, 2022
2022-09-15 3:12pm
v10
Sep 15, 2022
2022-09-02 9:58am
v9
Sep 2, 2022
2022-09-02 9:51am
v7
Sep 2, 2022
2022-08-24 8:04pm
v5
Aug 24, 2022
2022-08-21 11:35pm
v4
Aug 21, 2022
2022-08-03 5:30pm
v3
Aug 3, 2022
Colony
v2
Aug 3, 2022
2022-08-03 4:38pm
v1
Aug 3, 2022
v10
2022-09-15 3:12pm
Generated on Sep 15, 2022
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.
448 Total Images
View All Images
Dataset Split
Train Set 83%
372Images
Valid Set 17%
76Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -30° and +30°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 0.5px
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