ppe_detection_with_yolov8 Dataset
Versions
2023-12-21 1:18am
v23
· 7 months ago
Basic Model Grayscale
v22
· 7 months ago
Basic Model Grayscale Augmented
v21
· 7 months ago
2023-12-20 4:44pm
v20
· 7 months ago
2023-12-20 4:41pm
v19
· 7 months ago
2023-12-20 4:39pm
v18
· 7 months ago
Basic model
v17
· 7 months ago
2023-11-22 3:09pm
v16
· 8 months ago
2023-11-22 1:16pm
v15
· 8 months ago
2023-11-09 without augmentation and without isolation
v14
· 8 months ago
2023-11-08 without augmentation with isolation
v11
· 8 months ago
2023-11-08 without isolation
v9
· 8 months ago
2023-11-08 Isolated objects
v8
· 8 months ago
2023-05-31 10:30pm
v7
· a year ago
2023-05-31 9:48pm
v6
· a year ago
2023-05-08 5:13pm
v3
· a year ago
2023-05-05 11:40pm
v2
· a year ago
v7
2023-05-31 10:30pm
Generated on May 31, 2023
Popular Download Formats
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.
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6351 Total Images
View All Images
Dataset Split
Train Set 87%
5538Images
Valid Set 9%
549Images
Test Set 4%
264Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Blur: Up to 5px
Noise: Up to 5% of pixels
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