better_test _with_final_dataset Image Dataset
v1
with aug
Generated on Jul 15, 2022
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YOLOv8
TXT annotations and YAML config used with YOLOv8.
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MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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Common XML annotation format for local data munging (pioneered by ImageNet).
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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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4189 Total Images
View All Images
Dataset Split
Train Set 90%
3786Images
Valid Set 5%
203Images
Test Set 5%
200Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 416x416
Modify Classes: 7 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 34% Maximum Zoom
Brightness: Between -20% and +20%
Exposure: Between -8% and +8%
Noise: Up to 5% of pixels
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