awAIke 2.0 Dataset
Versions
2022-08-02 1:17pm
v17
· 2 years ago
2022-08-01 6:50pm
v16
· 2 years ago
2022-08-01 3:12pm
v15
· 2 years ago
2022-08-01 1:10pm
v14
· 2 years ago
2022-07-31 2:30pm
v13
· 2 years ago
2022-07-29 5:05pm
v11
· 2 years ago
2022-07-28 2:27pm
v10
· 2 years ago
2022-07-28 2:26pm
v9
· 2 years ago
2022-07-27 10:30pm
v8
· 2 years ago
2022-07-27 10:26pm
v7
· 2 years ago
2022-07-27 10:20pm
v4
· 2 years ago
2022-07-27 6:45pm
v3
· 2 years ago
awAIke Dataset
v2
· 2 years ago
2022-07-25 2:55pm
v1
· 2 years ago
v8
2022-07-27 10:30pm
Generated on Jul 28, 2022
Popular Download Formats
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.
1008 Total Images
View All Images
Dataset Split
Train Set 88%
882Images
Valid Set 8%
83Images
Test Set 4%
43Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 23% Maximum Zoom
Rotation: Between -33° and +33°
Shear: ±33° Horizontal, ±33° Vertical
Brightness: Between -30% and +30%
Blur: Up to 2.75px
Noise: Up to 15% of pixels
Cutout: 8 boxes with 10% size each