Dataset Versions
Versions
2023-12-13 7:01pm
v32
· a year ago
2023-11-02 10:40pm
v31
· a year ago
flip
v30
· a year ago
brightness10 - exposure30 - saturation20
v29
· a year ago
brightness -25
v28
· a year ago
brightness-30
v27
· a year ago
brightness-20
v26
· a year ago
brightness-15
v25
· a year ago
Brightness-10
v24
· a year ago
Brightness-5
v23
· a year ago
exposure-5
v22
· a year ago
exposure-10
v21
· a year ago
exposure-15
v20
· a year ago
exposure-20
v19
· a year ago
exposure-25
v18
· a year ago
exposure-30
v17
· a year ago
saturation-30
v16
· a year ago
saturation-25
v15
· a year ago
saturation-20
v14
· a year ago
saturation-15
v13
· a year ago
saturation-10
v12
· a year ago
saturation-5
v11
· a year ago
original data
v10
· a year ago
exposure-20_x3
v8
· a year ago
exposure-25_x3
v6
· a year ago
brightness -20
v5
· a year ago
brightness -25
v4
· a year ago
v18
exposure-25
Generated on Nov 2, 2023
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.
Other Formats
Choose another format.
1608 Total Images
View All Images
Dataset Split
Train Set 75%
1208Images
Valid Set 12%
200Images
Test Set 12%
200Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Exposure: Between -25% and +25%