Connector Image Dataset
Versions
2022-04-06 1:04pm
v16
Apr 6, 2022
2022-04-06 1:03pm
v15
Apr 6, 2022
2022-04-06 12:54pm
v14
Apr 6, 2022
2022-04-06 12:53pm
v13
Apr 6, 2022
2022-04-06 12:52pm
v12
Apr 6, 2022
2022-04-06 12:50pm
v11
Apr 6, 2022
2022-04-06 12:49pm
v10
Apr 6, 2022
2022-04-06 12:35pm
v9
Apr 6, 2022
2022-04-06 12:26pm
v8
Apr 6, 2022
2022-04-06 12:20pm
v7
Apr 6, 2022
2022-04-06 12:19pm
v6
Apr 6, 2022
2022-04-06 12:18pm
v5
Apr 6, 2022
2022-04-06 12:14pm
v4
Apr 6, 2022
2022-04-06 12:12pm
v3
Apr 6, 2022
2022-04-06 12:10pm
v2
Apr 6, 2022
2022-04-06 11:55am
v1
Apr 6, 2022
v16
2022-04-06 1:04pm
Generated on Apr 6, 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.
96 Total Images
View All ImagesDataset Split
Train Set 88%
84Images
Valid Set 8%
8Images
Test Set 4%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 71% of images
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Brightness: Between -46% and +46%
Bounding Box: Exposure: Between -60% and +60%
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