RA_scope2_bright5 Image Dataset
v12
2023-01-04 1:32pm
Generated on Jan 4, 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.
2939 Total Images
View All Images
Dataset Split
Train Set 98%
2886Images
Valid Set 2%
53Images
Test Set %
0Images
Preprocessing
Static Crop: 24-76% Horizontal Region, 3-98% Vertical Region
Resize: Fill (with center crop) in 416x416
Modify Classes: 0 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -4° and +4°
Brightness: Between -3% and +3%
Exposure: Between -5% and +5%
Blur: Up to 0.25px
Similar Projects
1-1A-1B-1C-2A-2B-3-3A-3B-3C-O-U
1517 images
1-1A-1B-1C-2A-2B-3-3A-3B-3C-O-U
1100 images
Kidney-Stones
138 images
stones
81 images
Kidney-Stones
143 images