Dataset Versions
Versions
saturation25
v30
· 9 months ago
rotation10
v29
· 9 months ago
rotation5
v28
· 9 months ago
noise7.5
v27
· 9 months ago
noise5
v26
· 9 months ago
noise3
v25
· 9 months ago
noise1.5
v24
· 9 months ago
mosaic
v23
· 9 months ago
Hue20
v22
· 9 months ago
Hue10
v21
· 9 months ago
grayscale100
v20
· 9 months ago
exposure8
v19
· 9 months ago
exposure15
v18
· 9 months ago
cutout_8_20
v17
· 9 months ago
cutout_6_20
v16
· 9 months ago
cutout_5_20
v15
· 9 months ago
cutout_4_20
v14
· 9 months ago
crop70
v13
· 9 months ago
crop50
v12
· 9 months ago
crop25
v10
· 9 months ago
brightness25
v9
· 9 months ago
brightness20
v8
· 9 months ago
brightness15
v7
· 9 months ago
brightness10
v6
· 9 months ago
brightness5
v5
· 9 months ago
blur4
v4
· 9 months ago
blur12
v3
· 9 months ago
blue6
v2
· 9 months ago
blur2.5
v1
· 9 months ago
v12
crop50
Generated on Feb 23, 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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2631 Total Images
View All Images
Dataset Split
Train Set 82%
2168Images
Valid Set 12%
308Images
Test Set 6%
155Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1000x500
Augmentations
Outputs per training example: 2
Crop: 0% Minimum Zoom, 50% Maximum Zoom