Dataset Versions
Versions
luckyversion10
v10
· 3 months ago
ssd320 IEEE transaction
v9
· 3 months ago
2024-07-31 12:34pm
v8
· 3 months ago
2024-07-31 4:37am
v7
· 3 months ago
for Yolov8 sustainable
v6
· 4 months ago
2024-07-27 5:51am
v5
· 4 months ago
SSD320_50epochs
v4
· 6 months ago
1431
v3
· 6 months ago
medium number of epochs
v2
· 6 months ago
2024-05-07 6:10pm
v1
· 6 months ago
v7
2024-07-31 4:37am
Generated on Jul 31, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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7534 Total Images
View All ImagesDataset Split
Train Set 94%
7112Images
Valid Set 4%
281Images
Test Set 2%
141Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 320x320
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
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