Face Detection Image Dataset
Versions
resize416x416-aug3x-TrainTestSplitOnly
v24
May 16, 2023
resize640x640-aug3x-TrainTestSplitOnly
v23
May 16, 2023
resize416x416-aug3x
v22
May 16, 2023
YOLOv5s
v21
Feb 2, 2023
raw-images_resized640
v20
Jan 18, 2023
YOLOv8
v18
Jan 10, 2023
v2-resize640_augmented3x
v15
Nov 18, 2022
resize640_augmented3x
v14
Nov 17, 2022
v2-roboflow-FAST-model
v13
Oct 13, 2022
2022-10-08 1:48pm
v12
Oct 8, 2022
raw-images_Updated
v9
Mar 28, 2022
roboflow-FAST-model
v7
Mar 21, 2022
resize_whiteEdges-v2
v5
Dec 22, 2021
resize_whiteEdges-augmented
v4
Dec 21, 2021
augmented-v2
v3
Dec 21, 2021
augmented-images-v1
v2
Dec 14, 2021
raw-images
v1
Dec 14, 2021
v21
YOLOv5s
Generated on Feb 2, 2023
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
3283 Total Images
View All Images
Dataset Split
Train Set 87%
2871Images
Valid Set 8%
267Images
Test Set 4%
145Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 5% of images
Hue: Between -20° and +20°
Saturation: Between -10% and +10%
Brightness: Between -22% and +22%
Exposure: Between -10% and +10%
Blur: Up to 1px
Cutout: 5 boxes with 2% size each
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