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excavators-cwlh0/5 (latest)
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Excavators
Object Detection
Overview
Images
2655
Dataset
5
Model
2
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
augmented3x_ACCURATEmodel
v5
·
3 years ago
augmented3x_FASTmodel
v4
·
3 years ago
raw-images_640by640
v3
·
3 years ago
raw-images_416by416
v2
·
3 years ago
raw-images
v1
·
3 years ago
v5
augmented3x_ACCURATEmodel
Generated on Mar 29, 2022
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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
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7146
Total Images
View All Images
Dataset Split
Train Set
94%
6735
Images
Valid Set
4%
267
Images
Test Set
2%
144
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 416x416
Auto-Adjust Contrast:
Using Contrast Stretching
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise
Cutout:
8 boxes with 10% size each
Mosaic:
Applied
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