red-ant Image Dataset
Versions
2022-11-20 12:45am
v12
Nov 19, 2022
2022-11-19 9:21pm
v11
Nov 19, 2022
2022-10-26 6:33pm
v10
Oct 26, 2022
2022-10-26 4:19pm
v9
Oct 26, 2022
2022-10-19 5:19pm
v8
Oct 19, 2022
2022-10-19 4:28pm
v7
Oct 19, 2022
2022-10-19 1:56pm
v6
Oct 19, 2022
2022-10-12 5:39pm
v5
Oct 12, 2022
2022-10-12 3:34pm
v4
Oct 12, 2022
2022-10-12 13-05pm
v3
Oct 6, 2022
2022-10-06 3:44pm
v2
Oct 6, 2022
2022-10-05 1:03pm
v1
Oct 5, 2022
v12
2022-11-20 12:45am
Generated on Nov 19, 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.
874 Total Images
View All Images
Dataset Split
Train Set 88%
765Images
Valid Set 8%
71Images
Test Set 4%
38Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 300x300
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Cutout: 5 boxes with 10% size each
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