Dataset Versions
Versions
2024-07-17 3:42pm
v25
· 4 months ago
blur
v24
· 4 months ago
noiseinjections_2x
v23
· 4 months ago
1800img
v22
· 5 months ago
2024-06-16 12:23pm
v21
· 5 months ago
2024-06-16 12:22pm
v20
· 5 months ago
2500img
v19
· 5 months ago
2000img
v18
· 5 months ago
1500img
v17
· 5 months ago
1000img
v16
· 5 months ago
500img
v15
· 5 months ago
preprocess_contrast
v13
· 5 months ago
preprocess_adoptive_histogram
v12
· 5 months ago
preprocess_croped
v11
· 5 months ago
832
v10
· 5 months ago
preproccesshistogram
v9
· 5 months ago
grayscale832
v7
· 5 months ago
1400
v6
· 5 months ago
1024
v5
· 5 months ago
320
v4
· 5 months ago
640
v3
· 5 months ago
baseline
v1
· 6 months ago
v20
2024-06-16 12:22pm
Generated on Jun 16, 2024
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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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7599 Total Images
View All Images
Dataset Split
Train Set 99%
7500Images
Valid Set 1%
99Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 832x832
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 10% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical