Dataset Versions
Versions
Flip-Expo-Bright-
v15
· a year ago
2023-07-18 1:03pm
v14
· a year ago
2023-07-11 12:58pm
v13
· a year ago
2023-07-11 10:37am
v12
· a year ago
2023-07-11 10:24am
v11
· a year ago
PNT_V1
v10
· a year ago
2023-07-07 12:58pm
v9
· a year ago
2023-07-06 1:35pm
v8
· a year ago
2023-07-06 1:25pm
v7
· a year ago
2023-07-05 4:39pm
v5
· a year ago
2023-07-02 8:24pm
v4
· a year ago
2023-07-02 8:24pm
v3
· a year ago
2023-07-02 8:23pm
v2
· a year ago
2023-06-30 2:10pm
v1
· a year ago
v13
2023-07-11 12:58pm
Generated on Jul 11, 2023
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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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482 Total Images
View All Images
Dataset Split
Train Set 90%
432Images
Valid Set 10%
46Images
Test Set 1%
4Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -20% and +20%
Blur: Up to 1.75px