Dataset Versions
Versions
RAW_AMS_Tamal
v9
· 7 months ago
1280x1280_2024-03-28 10-17am
v8
· 8 months ago
AMS_TAMAL_FINAL_2nd_2024-02-11 12-35pm
v5
· 9 months ago
AMS_Final_Tamal_2024-02-01 3-56pm
v4
· 9 months ago
2024-02-01 3:18pm
v3
· 9 months ago
2024-01-04 3:58pm
v2
· 10 months ago
AMS_225_IMGS_2023-12-31 12-00pm
v1
· 10 months ago
v3
2024-02-01 3:18pm
Generated on Feb 1, 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 YOLOv8.
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TXT annotations and YAML config used with YOLOv5.
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TXT annotations and YAML config used with YOLOv7.
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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).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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3916 Total Images
View All Images
Dataset Split
Train Set 92%
3600Images
Valid Set 4%
156Images
Test Set 4%
160Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Bounding Box: Rotation: Between -15° and +15°