1860 v4 Image Dataset
v4
2024-03-24 7:44pm
Generated on Mar 24, 2024
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.
13088 Total Images
View All Images
Dataset Split
Train Set 88%
11454Images
Valid Set 8%
1090Images
Test Set 4%
544Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Rotation: Between -4° and +4°
Hue: Between -20° and +20°
Brightness: Between -9% and +9%
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 1% size each
Similar Projects
objects
4455 images
objects-3tV3
4443 images
object
5843 images
object
3875 images
object
10000 images