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safety_detection-ivznv/1 (latest)
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Safety_Detection
Object Detection
Overview
Images
957
Dataset
6
Model
1
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2023-05-31 12:08pm
v9
·
2 years ago
2023-05-29 3:13pm
v8
·
2 years ago
2023-05-29 1:50pm
v7
·
2 years ago
2023-05-29 12:28pm
v6
·
2 years ago
2023-05-28 3:09pm
v5
·
2 years ago
2023-05-24 2:38pm
v1
·
2 years ago
v5
2023-05-28 3:09pm
Generated on May 28, 2023
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Dataset
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YOLOv11
TXT annotations and YAML config
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YOLOv11
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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.
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CreateML JSON format
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5776
Total Images
View All Images
Dataset Split
Train Set
84%
4872
Images
Valid Set
9%
507
Images
Test Set
7%
397
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Modify Classes:
15 remapped, 0 dropped
Augmentations
Outputs per training example:
3
Shear:
±25° Horizontal, ±25° Vertical
Mosaic:
Applied
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