TreeSpeciesClassification Image Dataset
Versions!
SpeciesBCRGBAugmentationVer03
v7
· 2 years ago
154
SpeciesBCRGBAugmentationVer02
v6
· 2 years ago
154
416x416
Stretch to
SpeciesBCRGBAugmentation
v5
· 2 years ago
154
416x416
Stretch to
SpeciesBCAugmentation
v4
· 2 years ago
154
416x416
Stretch to
SpeciesBCContrast
v3
· 3 years ago
64
416x416
Stretch to
SpeciesBCGreyscale
v2
· 3 years ago
64
416x416
Stretch to
SpeciesBC
v1
· 3 years ago
64
416x416
Stretch to
v7
SpeciesBCRGBAugmentationVer03
Generated on Jan 20, 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.
154 Total Images
View All ImagesDataset Split
Train Set 88%
135Images
Valid Set 8%
13Images
Test Set 4%
6Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Blur: Up to 10px
Noise: Up to 5% of pixels
Bounding Box: Noise: Up to 5% of pixels
Similar Projects
SpeciesBC
64 images
species
64 images
Species
64 images
Species-A-B-C
53 images
tree-species
47 images