Dataset Versions
Versions
noise_negtive_sameple
v36
· 6 months ago
rotate45_negtive_sameple
v33
· 6 months ago
exposure_negtive_sameple
v31
· 6 months ago
bright_negtive_sameple
v30
· 6 months ago
raw data
v29
· 6 months ago
rotate 45
v11
· 6 months ago
noise_new
v9
· 6 months ago
brightness_new
v8
· 6 months ago
exposure_new
v5
· 6 months ago
v31
exposure_negtive_sameple
Generated on Jun 19, 2024
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv9.
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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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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3387 Total Images
View All Images
Dataset Split
Train Set 92%
3124Images
Valid Set 8%
263Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Exposure: Between -15% and +15%