ANAN YASAMORN

Faster-Rcnn

Object Detection

Faster-Rcnn Image Dataset

v14

2022-11-21 9:45pm

Generated on Nov 21, 2022

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Dataset Split

Train Set 93%
3708Images
Valid Set 7%
291Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416
Tile: 2 rows x 2 columns
Modify Classes: 1 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Applied
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -20° and +20°