Dataset Versions
Versions
Augmented_Bigger_Dataset_V2
v9
· 2 years ago
Augmented_Bigger_Dataset_V1
v8
· 2 years ago
Augmented_Bigger_Dataset_V0
v7
· 2 years ago
Bigger_Dataset_V0
v6
· 2 years ago
Augmented_Data_v4
v5
· 3 years ago
Augmented_Data_v3
v4
· 3 years ago
Augmented_Data_v2
v3
· 3 years ago
Augmented_Data_v1
v2
· 3 years ago
Augmented_Data_v0
v1
· 3 years ago
v1
Augmented_Data_v0
Generated on May 20, 2022
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv9.
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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.
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284 Total Images
View All ImagesDataset Split
Train Set 85%
240Images
Valid Set 8%
22Images
Test Set 8%
22Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x234
Augmentations
Outputs per training example: 3
Rotation: Between -45° and +45°
Blur: Up to 2px
Bounding Box: Rotation: Between -15° and +15°