poultry detection for counter Image Dataset
Versions
2022-11-11 3:24pm
v22
Nov 11, 2022
2022-11-03 1:14pm
v21
Nov 3, 2022
2022-09-29 6:35pm
v20
Sep 30, 2022
2022-09-28 7-42am chicken no agumentetion
v19
Sep 28, 2022
2022-09-27 9:34am
v18
Sep 27, 2022
2022-08-21 12:47pm
v17
Aug 21, 2022
2022-08-19 8:59am
v16
Aug 19, 2022
2022-08-19 8:55am
v15
Aug 19, 2022
2022-08-17 2:52pm
v14
Aug 17, 2022
2022-08-17 2:40pm
v13
Aug 17, 2022
2022-08-13 8:14pm
v12
Aug 14, 2022
2022-08-13 7:54pm
v11
Aug 14, 2022
2022-08-13 7:49pm
v10
Aug 14, 2022
2022-08-13 7:48pm
v9
Aug 14, 2022
2022-08-13 7:33pm
v8
Aug 14, 2022
2022-08-13 10:48am
v7
Aug 13, 2022
2022-08-13 10:42am
v6
Aug 13, 2022
2022-08-13 10:39am
v5
Aug 13, 2022
2022-08-13 10:14am
v4
Aug 13, 2022
v22
2022-11-11 3:24pm
Generated on Nov 11, 2022
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YOLOv8
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
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14505 Total Images
View All Images
Dataset Split
Train Set 88%
12702Images
Valid Set 7%
965Images
Test Set 6%
838Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 5 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.25px
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Blur: Up to 10px
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