Dataset Versions
Versions
final-version-5
v15
· 2 years ago
final-version-4
v14
· 2 years ago
final-version-3
v13
· 2 years ago
final-version-2
v12
· 2 years ago
final_version1
v11
· 2 years ago
2022-08-24 12:00am
v10
· 2 years ago
Final-version
v9
· 2 years ago
2022-08-23 2:37pm
v8
· 2 years ago
2022-08-23 10:26am
v7
· 2 years ago
2022-08-23 10:14am
v6
· 2 years ago
2022-08-22 2:37pm
v5
· 2 years ago
version_4
v4
· 2 years ago
dataset_version_3
v3
· 2 years ago
2022-08-15 1:52pm
v2
· 2 years ago
dataset_version_1
v1
· 2 years ago
v5
2022-08-22 2:37pm
Generated on Aug 22, 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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4487 Total Images
View All Images
Dataset Split
Train Set 83%
3744Images
Valid Set 11%
477Images
Test Set 6%
266Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Augmentations
Outputs per training example: 2
Crop: 27% Minimum Zoom, 60% Maximum Zoom
Rotation: Between -30° and +30°
Brightness: Between -40% and +40%
Blur: Up to 2.75px
Noise: Up to 4% of pixels
Cutout: 10 boxes with 10% size each