Dataset Versions
Versions
BETA 017 640 x 480 imgsz640
v23
· a year ago
BETA 016 640 x 480 imgsz640
v22
· a year ago
BETA 012 - 640 x 480 imgsz640
v17
· a year ago
BETA 011 - adc fotos S11D
v16
· a year ago
BETA 010 - preprocess 448x448
v15
· a year ago
BETA 009 - ajustes preprocess
v14
· a year ago
BETA 008 - ANG DA CAMERA
v13
· a year ago
2023-06-26 11:08pm
v12
· a year ago
BETA 005 - ang S11D jardel
v9
· 3 years ago
BETA 004 - vagon tanque
v8
· 3 years ago
BETA 003 - vagao aferidor
v5
· 3 years ago
BETA 002
v4
· 3 years ago
trens_set
v1
· 3 years ago
v12
2023-06-26 11:08pm
Generated on Jun 27, 2023
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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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2124 Total Images
View All Images
Dataset Split
Train Set 94%
2007Images
Valid Set 5%
106Images
Test Set 1%
11Images
Preprocessing
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -5° and +5°
Shear: ±4° Horizontal, ±1° Vertical
Saturation: Between -17% and +17%
Exposure: Between -11% and +11%