Dataset Versions
Versions
2024-01-13 4:28pm
v15
· a year ago
Best_Augmentations
v14
· 3 years ago
test
v13
· 3 years ago
Rotating
v12
· 3 years ago
Exposure
v11
· 3 years ago
Noise
v10
· 3 years ago
Blurring
v9
· 3 years ago
Brightness
v8
· 3 years ago
Cropping
v7
· 3 years ago
Flipping
v6
· 3 years ago
DS_Deer_Cleaned_NoAug
v5
· 3 years ago
Unaugmented_onlyDeer
v4
· 3 years ago
Unaugmented
v3
· 3 years ago
2022-04-03 8:43pm
v2
· 3 years ago
Fully_Augmented
v1
· 3 years ago
v2
2022-04-03 8:43pm
Generated on Apr 4, 2022
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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11200 Total Images
View All Images
Dataset Split
Train Set 86%
9678Images
Valid Set 7%
771Images
Test Set 7%
751Images
Preprocessing
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 5px
Noise: Up to 5% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 25% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°