Dataset Versions
Versions
416-raw-reflected
v16
· 3 years ago
416-sat-bright-blur
v15
· 3 years ago
416-saturation-brightness-null
v14
· 3 years ago
416-saturation-brightness-morenull
v13
· 3 years ago
416-brightness-occlussion
v12
· 3 years ago
416-saturation-brightness
v10
· 3 years ago
raw
v9
· 3 years ago
416-aug-mosaic-exp-blur-rot
v8
· 3 years ago
416-aug-sat-blur-noise-mosaic
v7
· 3 years ago
416-aug-sat-blur-noise
v6
· 3 years ago
416-reflect
v5
· 3 years ago
416-stretch
v4
· 3 years ago
416-raw
v1
· 3 years ago
v5
416-reflect
Generated on Sep 28, 2021
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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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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432 Total Images
View All Images
Dataset Split
Train Set 70%
302Images
Valid Set 30%
130Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Static Crop: 12-88% Horizontal Region, 0-100% Vertical Region
Resize: Fit (reflect edges) in 416x416
Augmentations
No augmentations were applied.