IDP1 Image Dataset
Versions
2022-09-13 2:56pm
v19
Sep 13, 2022
2022-09-13 2:25pm
v18
Sep 13, 2022
2022-09-13 2:21pm
v17
Sep 13, 2022
2022-09-12 5:04pm
v16
Sep 12, 2022
2022-09-12 4:19pm
v15
Sep 12, 2022
2022-09-12 4:15pm
v14
Sep 12, 2022
2022-09-09 1:36pm
v13
Sep 9, 2022
2022-09-08 12:40pm
v12
Sep 8, 2022
2022-09-08 12:37pm
v11
Sep 8, 2022
2022-09-07 10:18am
v10
Sep 7, 2022
2022-09-06 2:50pm
v9
Sep 6, 2022
2022-09-06 12:40pm
v8
Sep 6, 2022
2022-09-05 5:50pm
v7
Sep 5, 2022
2022-09-02 5:04pm
v6
Sep 2, 2022
2022-09-02 4:57pm
v5
Sep 2, 2022
2022-09-02 4:48pm
v4
Sep 2, 2022
2022-08-31 2:03pm
v3
Aug 31, 2022
2022-08-31 1:54pm
v2
Aug 31, 2022
2022-08-31 1:45pm
v1
Aug 31, 2022
v16
2022-09-12 5:04pm
Generated on Sep 12, 2022
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.
4299 Total Images
View All Images
Dataset Split
Train Set 96%
4144Images
Valid Set 2%
104Images
Test Set 1%
51Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Grayscale: Apply to 20% of images
Saturation: Between -50% and +50%
Brightness: Between -37% and +0%
Exposure: Between -10% and +10%
Blur: Up to 0.5px
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