PumpMan Image Dataset
Versions
2022-10-16 6:59pm
v15
Oct 16, 2022
2022-09-28 4:35am
v14
Sep 28, 2022
2022-09-28 4:33am
v13
Sep 28, 2022
2022-09-19 6:41am
v12
Sep 19, 2022
2022-09-17 10:14am
v11
Sep 17, 2022
2022-09-17 6:34am
v10
Sep 17, 2022
2022-09-16 8:47pm
v9
Sep 16, 2022
2022-09-16 6:23am
v8
Sep 16, 2022
2022-09-16 3:03am
v7
Sep 15, 2022
2022-09-16 3:01am
v6
Sep 15, 2022
2022-09-16 2:35am
v5
Sep 15, 2022
2022-09-16 2:16am
v4
Sep 15, 2022
2022-09-15 8:52pm
v3
Sep 15, 2022
2022-09-15 8:20pm
v2
Sep 15, 2022
2022-09-15 8:18pm
v1
Sep 15, 2022
v11
2022-09-17 10:14am
Generated on Sep 17, 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.
1115 Total Images
View All Images
Dataset Split
Train Set 87%
972Images
Valid Set 8%
87Images
Test Set 5%
56Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Brightness: Between -25% and +25%
Bounding Box: Rotation: Between -1° and +1°
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