old_obj_detection_new_img_jun2024 Dataset
Versions
2024-09-10 12:18pm
v18
· 9 days ago
2024-09-10 12:13pm
v17
· 9 days ago
2024-08-21 9:51am
v16
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2024-08-18 11:07am
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2024-08-16 2:02pm
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2024-08-16 9:12am
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2024-08-16 4:25am
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2024-08-13 6:57pm
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2024-08-13 10:30am
v9
· a month ago
2024-08-13 9:41am
v8
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2024-08-13 4:59am
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· a month ago
2024-08-12 5:00pm
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v5
· a month ago
2024-08-01 7:07pm
v4
· 2 months ago
2024-07-09 7:05am
v3
· 2 months ago
2024-07-03 1:24pm
v2
· 3 months ago
2024-06-07 11:53am
v1
· 3 months ago
v3
2024-07-09 7:05am
Generated on Jul 9, 2024
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.
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1009 Total Images
View All Images
Dataset Split
Train Set 88%
885Images
Valid Set 8%
82Images
Test Set 4%
42Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0px
Noise: Up to 0.1% of pixels