Dataset Versions
Versions
Squirrel 26-08-2024
v15
· 3 months ago
Squirrel_no_tag
v14
· 4 months ago
New_squirrel_no_aug
v13
· 4 months ago
Last_Squirrel_640x640_filter_null_2421_dataAUG
v12
· 5 months ago
Squirrel_640x640_filter_null_2390_dataAUG_no_dataA
v11
· 6 months ago
Squirrel_640x640_filter_null_2390_no_dataA
v10
· 6 months ago
Squirrel_640x640_filter_null
v9
· 7 months ago
Cristiano prova
v7
· 7 months ago
Squirrel fit original
v5
· 9 months ago
Squirrel_640_std
v4
· 9 months ago
Squirrel_fit_black
v3
· 9 months ago
2024-02-13 11:07pm
v1
· 9 months ago
v11
Squirrel_640x640_filter_null_2390_dataAUG_no_dataA
Generated on May 6, 2024
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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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5731 Total Images
View All Images
Dataset Split
Train Set 87%
5006Images
Valid Set 8%
479Images
Test Set 4%
246Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require at least 92% of images to contain annotations.
Augmentations
Outputs per training example: 3
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px