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lawn-mower/4 (latest)
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Lawn Mower
Object Detection
Overview
Images
2598
Dataset
4
Model
2
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2023-09-11 11:58am
v4
·
a year ago
2023-09-08 3:48pm
v3
·
a year ago
2023-09-08 11:59am
v2
·
a year ago
2023-09-07 11:44am
v1
·
a year ago
v2
2023-09-08 11:59am
Generated on Sep 8, 2023
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Dataset
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YOLOv8
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YOLOv5
TXT annotations and YAML config
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YOLOv7
TXT annotations and YAML config
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COCO JSON
COCO JSON annotations
are used with
EfficientDet Pytorch
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Detectron 2
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YOLO Darknet
Darknet TXT annotations
used with
YOLO Darknet
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YOLOv3 PyTorch
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Pascal VOC XML
Common
XML annotation format
for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format
used for both
Tensorflow 1.5
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Tensorflow 2.0 Object Detection
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PaliGemma
PaliGemma JSONL format
used for fine-tuning
PaliGemma
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6244
Total Images
View All Images
Dataset Split
Train Set
88%
5469
Images
Valid Set
8%
519
Images
Test Set
4%
256
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Fit (black edges) in 320x240
Augmentations
Outputs per training example:
3
Grayscale:
Apply to 100% of images
Hue:
Between -40° and +40°
Saturation:
Between -25% and +25%
Brightness:
Between -30% and +30%
Blur:
Up to 0.5px
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