Dataset Versions
Versions
Mosaic_Brightness_Blur
v29
· 2 years ago
Mosaic_Blur
v28
· 2 years ago
Mosaic_Brightness
v27
· 2 years ago
Brightness_d
v26
· 2 years ago
Bounding Box- Noise
v25
· 2 years ago
Bounding Box- Blur
v24
· 2 years ago
Bounding Box- Exposure
v23
· 2 years ago
Bounding Box- Brightness
v22
· 2 years ago
Bounding Box- Shear
v21
· 2 years ago
Bounding Box- Rotation
v20
· 2 years ago
Bounding Box- Crop
v18
· 2 years ago
Bounding Box- 90- Rotate
v17
· 2 years ago
Hue
v15
· 2 years ago
Grayscale
v14
· 2 years ago
Shear
v13
· 2 years ago
Rotation
v12
· 2 years ago
Crop
v11
· 2 years ago
Mosaic_Saturation
v10
· 2 years ago
Mosaic_90Rotate
v9
· 2 years ago
Exposure
v8
· 2 years ago
Saturation
v7
· 2 years ago
Cutout
v6
· 2 years ago
noise
v5
· 2 years ago
Blur
v4
· 2 years ago
Brightness
v3
· 2 years ago
90rotate
v2
· 2 years ago
mosaic
v1
· 2 years ago
v29
Mosaic_Brightness_Blur
Generated on Jan 17, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
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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740 Total Images
View All Images
Dataset Split
Train Set 75%
555Images
Valid Set 25%
185Images
Test Set %
0Images
Preprocessing
Resize: Stretch to 640x360
Augmentations
Outputs per training example: 3
Brightness: Between -15% and +0%
Blur: Up to 1.5px
Mosaic: Applied