Dataset Versions
Versions
2023-12-21 9:55am
v35
· a year ago
Noise - Brightness - DarknessV34
v34
· 2 years ago
Dark_Noise_V33
v33
· 2 years ago
Brightness_Noise_V32
v32
· 2 years ago
20pxBlure_Brightness_V31
v31
· 2 years ago
20pxBlure_Dark_V30
v30
· 2 years ago
20pxBlure_Noise_V29
v29
· 2 years ago
Brightness_V27
v27
· 2 years ago
Brightness_plus_Darkness_30-
v26
· 2 years ago
20px_Blur_V24
v24
· 2 years ago
4500_Val_Data_V21
v21
· 2 years ago
Dark_V19
v19
· 2 years ago
Noise_V18
v18
· 2 years ago
Training Only with 3 Aug
v17
· 2 years ago
Original_Data
v10
· 2 years ago
2023-02-16 7:50am
v8
· 2 years ago
640_size_Apr_2022
v5
· 3 years ago
CustomDatasetPersonCarBusMotorcycle
v1
· 3 years ago
v5
640_size_Apr_2022
Generated on Apr 15, 2022
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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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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25687 Total Images
View All Images
Dataset Split
Train Set 87%
22476Images
Valid Set 11%
2820Images
Test Set 2%
391Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Noise: Up to 10% of pixels