Dataset Versions
Versions
2024-05-09 6:45pm
v31
· 6 months ago
model15 crop
v30
· 6 months ago
night gray
v29
· 7 months ago
night brightness
v28
· 7 months ago
night front
v27
· 7 months ago
2024-04-26 6:42pm
v26
· 7 months ago
2024-04-26 6:26pm
v25
· 7 months ago
2024-04-26 5:47pm
v24
· 7 months ago
2024-04-26 5:33pm
v23
· 7 months ago
best
v22
· 7 months ago
2024-04-26 3:38pm
v21
· 7 months ago
2024-04-26 2:37pm
v20
· 7 months ago
2024-04-23 1:06pm
v19
· 7 months ago
LFR
v18
· 7 months ago
G_reverse
v17
· 7 months ago
reverse
v15
· 7 months ago
New_non_orient
v14
· 7 months ago
new_option
v12
· 7 months ago
new_non_orient
v11
· 7 months ago
new_orient
v10
· 7 months ago
non_orient
v5
· 7 months ago
orient
v3
· 7 months ago
v29
night gray
Generated on May 1, 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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1811 Total Images
View All Images
Dataset Split
Train Set 97%
1752Images
Valid Set 2%
35Images
Test Set 1%
24Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 1 remapped, 4 dropped
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 1.75% of pixels