Cooked status of bread Dataset
Versions
2023-05-19 11:44am
v16
· a year ago
2023-03-20 8:39pm
v15
· 2 years ago
2023-03-17 10:56am
v13
· 2 years ago
2023-03-17 4:16am
v12
· 2 years ago
2023-03-17 4:09am
v11
· 2 years ago
2023-03-17 4:06am
v10
· 2 years ago
2023-03-10 6:56pm
v9
· 2 years ago
2023-03-03 12:30pm
v8
· 2 years ago
2023-03-03 1:48am
v7
· 2 years ago
2023-03-03 12:36am
v6
· 2 years ago
2023-03-03 12:22am
v5
· 2 years ago
2023-03-03 12:05am
v4
· 2 years ago
2023-03-02 11:50pm
v3
· 2 years ago
2023-03-02 11:11pm
v2
· 2 years ago
2023-03-02 10:42pm
v1
· 2 years ago
v12
2023-03-17 4:16am
Generated on Mar 17, 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.
905 Total Images
View All Images
Dataset Split
Train Set 58%
525Images
Valid Set 21%
190Images
Test Set 21%
190Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -30% and +30%
Noise: Up to 5% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%