gict_dataset Image Dataset
Versions
2023_transferLearning_v2
v45
Jun 15, 2023
2023_transferLearning
v44
Jun 15, 2023
2023-05-25 3:09pm
v43
May 25, 2023
augment_flip_blur1_last_fake
v42
Oct 10, 2022
2022-10-10 12:54am
v41
Oct 9, 2022
train4_valid1_fake
v40
Oct 9, 2022
augment_blur1_wo_bright
v38
Oct 8, 2022
augment_blur_wo_bright
v37
Oct 7, 2022
augment_wo_bright
v34
Oct 7, 2022
validation
v26
Oct 6, 2022
2022-08-17 2:53pm
v8
Aug 17, 2022
v44
2023_transferLearning
Generated on Jun 15, 2023
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
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1739 Total Images
View All Images
Dataset Split
Train Set 85%
1478Images
Valid Set 9%
149Images
Test Set 6%
112Images
Preprocessing
Resize: Stretch to 2048x768
Modify Classes: 0 remapped, 2 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
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