Dataset Versions
Versions
Noise1.21-Bright25
v16
· 10 months ago
Noise1.21-Exp15
v15
· 10 months ago
Noise1.21-Rot15-Shear15
v14
· 10 months ago
Shear15
v13
· 10 months ago
Rot15
v12
· 10 months ago
Rot15- Shear15
v11
· 10 months ago
Noise1.21-Blur4px-Rot15-Bright25-Exp15-Shear15
v10
· 10 months ago
Noise1.21- Blur4px- Rot15- Bright25- Exp15
v9
· 10 months ago
Noise1.21- Blur4px- Rot15- Bright25
v8
· 10 months ago
Noise- Blur- Rotation - 15
v7
· 10 months ago
Noise and Blur
v6
· 10 months ago
Added Noise 1.25
v5
· 10 months ago
Full Dataset
v4
· a year ago
5 Image Test - Renamed Class
v3
· a year ago
5 Image Test
v2
· a year ago
v10
Noise1.21-Blur4px-Rot15-Bright25-Exp15-Shear15
Generated on Jan 10, 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.
Other Formats
Choose another format.
36 Total Images
View All Images
Dataset Split
Train Set 100%
36Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 4px
Noise: Up to 1.21% of pixels