livestalk Image Dataset
Versions
2022-06-02 2:14pm
v18
Jun 2, 2022
raw-v1-112521
v17
Nov 25, 2021
720-v3-112421
v16
Nov 24, 2021
1k-size-112221
v15
Nov 22, 2021
test2
v14
Nov 16, 2021
test
v13
Nov 16, 2021
720-v2-111121
v11
Nov 12, 2021
5-percent-null-720-111121
v10
Nov 11, 2021
5-percent-null-416-111112
v9
Nov 11, 2021
NonAugmented-withNULLs-111121
v8
Nov 11, 2021
NonAugmented-103121
v7
Oct 31, 2021
Augmented-103121
v6
Oct 31, 2021
Omar_v2
v5
Oct 31, 2021
Whit_v2
v3
Oct 20, 2021
Omar_v1
v2
Oct 20, 2021
Whit_v1
v1
Oct 20, 2021
v6
Augmented-103121
Generated on Oct 31, 2021
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.
1764 Total Images
View All Images
Dataset Split
Train Set 89%
1566Images
Valid Set 6%
99Images
Test Set 6%
99Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Rotation: Between -20° and +20°
Saturation: Between -25% and +25%
Bounding Box: Brightness: Between 0% and +25%
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