Soccer Players Image Dataset
Versions
raw-images_Classes-Player_Ref_Ball-150imgs
v16
Dec 5, 2022
resize640_aug10x_Classes-Player_Ref_Ball-150imgs
v15
Dec 5, 2022
omitGoalieGOAL-aug10x_USA-NED-COCOChkpt_v3-150imgs
v14
Dec 5, 2022
omitGoalieGOAL-aug10x_USA-NED-SaloChkpt_v2-69imgs
v13
Dec 3, 2022
omitGoalieGOAL-aug10x_USA-NED-COCOChkpt_v2-69imgs
v12
Dec 3, 2022
resized640-aug10x_USA-NED-COCOChkpt_v2-69imgs
v11
Dec 3, 2022
resized640-aug10x_USA-NED-SaloChkpt_v2-69imgs
v10
Dec 3, 2022
resized640-aug10x_USA-NED-SaloChkpt
v9
Dec 3, 2022
resized640-aug10x_Player-SaloChkpt
v8
Dec 3, 2022
resized640-aug10x_Player
v6
Dec 3, 2022
resized640_mosaic-aug10x_Player
v5
Dec 3, 2022
resized640-aug10x_Team1Team2
v4
Dec 3, 2022
resized640_mosaic-aug10x_Team1Team2
v3
Dec 3, 2022
resized640-aug10x-USA-NED
v2
Dec 3, 2022
resized640_mosaic-aug10x-USA-NED
v1
Dec 3, 2022
v14
omitGoalieGOAL-aug10x_USA-NED-COCOChkpt_v3-150imgs
Generated on Dec 5, 2022
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.
Other Formats
Choose another format.
1077 Total Images
View All Images
Dataset Split
Train Set 96%
1030Images
Valid Set 3%
28Images
Test Set 2%
19Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 2 dropped
Augmentations
Outputs per training example: 10
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±2° Horizontal, ±2° Vertical
Grayscale: Apply to 5% of images
Hue: Between -10° and +10°
Saturation: Between -15% and +15%
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 0.5px
Cutout: 5 boxes with 1% size each
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