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treedetection1
Object Detection
Overview
Images
251
Dataset
12
Model
10
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
YOLO-NAS 604
v13
·
a year ago
449 dataset YOLOv8
v12
·
a year ago
revised dataset 25 epoch with 15 degree rotation
v11
·
a year ago
original 284 dataset
v9
·
a year ago
541 colab version 25 epoch with 15 degree rotation
v8
·
a year ago
541 colab version 25 epoch
v7
·
a year ago
835 colab version 100 epoch
v6
·
a year ago
835 colab version 50 epoch
v5
·
a year ago
835 robo version YOLOnas
v4
·
a year ago
835 colab version 25 epoch
v3
·
a year ago
835 robo version coco
v2
·
a year ago
2024-02-23 10:56am
v1
·
a year ago
v3
835 colab version 25 epoch
Generated on Feb 24, 2024
Download
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.
835
Total Images
View All Images
Dataset Split
Train Set
84%
704
Images
Valid Set
11%
89
Images
Test Set
5%
42
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
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