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trees_yolov8/11 (latest)
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Trees_YOLOv8
Object Detection
Overview
Images
1960
Dataset
2
Model
2
API Docs
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Dataset Versions
Try Pre-Trained Model
Versions
2023-05-18 6:50pm
v11
·
2 years ago
RoboFlow - autoML
v3
·
2 years ago
v11
2023-05-18 6:50pm
Generated on May 18, 2023
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Dataset
Popular Download Formats
YOLOv11
TXT annotations and YAML config
used with
YOLOv11
.
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.
4692
Total Images
View All Images
Dataset Split
Train Set
87%
4104
Images
Valid Set
8%
392
Images
Test Set
4%
196
Images
Preprocessing
Auto-Adjust Contrast:
Using Contrast Stretching
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
Saturation:
Between -25% and +25%
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