pothole_manhole_drain20231109-6.22pm Image Dataset
Versions
v1
2023-11-09 6:24pm
Generated on Nov 9, 2023
Popular Download Formats
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.
Other Formats
Choose another format.
3539 Total Images
View All Images
Dataset Split
Train Set 92%
3243Images
Valid Set 5%
192Images
Test Set 3%
104Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 7 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Similar Projects
pothole-manhole-drain-pothole-ujr9-HklC-knYj-manhole-pothole-ujr9-HklC
1596 images
pothole-ujr9-HklC-manhole
1177 images
Road-Anomalies
8266 images
pothole-pothole-pothole-ujr9
4118 images
pothole
3792 images