Flowers2 Dataset
Versions
2023-02-21 8:24pm
v11
· 2 years ago
2023-02-08 5:22pm
v10
· 2 years ago
2023-02-08 5:02pm
v9
· 2 years ago
2023-02-07 11:19pm
v8
· 2 years ago
2023-02-07 11:18pm
v7
· 2 years ago
2023-02-06 10:11pm
v6
· 2 years ago
2023-02-01 9:48pm
v5
· 2 years ago
2023-02-01 7:22pm
v4
· 2 years ago
2023-01-19 10:21pm
v3
· 2 years ago
2023-01-19 9:58pm
v2
· 2 years ago
2023-01-17 8:28pm
v1
· 2 years ago
v3
2023-01-19 10:21pm
Generated on Jan 19, 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.
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1157 Total Images
View All Images
Dataset Split
Train Set 82%
950Images
Valid Set 12%
139Images
Test Set 6%
68Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 1080x1080
Modify Classes: 1 remapped, 1 dropped
Augmentations
Outputs per training example: 2
Noise: Up to 5% of pixels
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Exposure: Between -25% and +25%