Herbs Image Dataset
Versions!
2022-12-16 2:48am
v7
· 2 years ago
1440
2022-12-16 2:44am
v6
· 2 years ago
1440
416x416
Stretch to
2022-12-16 2:37am
v5
· 2 years ago
1440
416x416
Stretch to
2022-12-16 2:25am
v4
· 2 years ago
1436
416x416
Stretch to
2022-12-16 2:18am
v3
· 2 years ago
1436
416x416
Stretch to
2022-12-16 1:53am
v2
· 2 years ago
1440
Fast
herbs-4j44d/1
2022-08-10 1:34am
v1
· 2 years ago
1156
Fast
COCOv6n
v7
2022-12-16 2:48am
Generated on Dec 15, 2022
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.
1440 Total Images
View All ImagesDataset Split
Train Set 88%
1260Images
Valid Set 8%
120Images
Test Set 4%
60Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
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