detection face sentiment in contexte Image Dataset
v5
2022-08-24 1:01pm
Generated on Aug 24, 2022
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YOLOv8
TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv7.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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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).
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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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400 Total Images
View All Images
Dataset Split
Train Set 83%
330Images
Valid Set 7%
29Images
Test Set 10%
41Images
Preprocessing
Auto-Orient: Applied
Static Crop: 38-54% Horizontal Region, 19-55% Vertical Region
Resize: Fit (reflect edges) in 48x48
Augmentations
Outputs per training example: 3
Bounding Box: Exposure: Between -30% and +30%
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