RECYCLABLE PRODUCT CLASSIFICATION BY USING CONVOLUTIONAL NEURAL NETWORK Image Dataset
Versions
2023-02-04 11:42am
v16
Feb 4, 2023
2023-02-04 11:12am
v15
Feb 4, 2023
2023-02-03 7:51pm
v14
Feb 3, 2023
valid
v13
Feb 3, 2023
70-20-10
v12
Feb 1, 2023
80-10-10
v11
Jan 30, 2023
70-30
v9
Jan 30, 2023
80-20
v8
Jan 30, 2023
2023-01-30 5:49pm
v7
Jan 30, 2023
2023-01-29 12:13pm
v6
Jan 29, 2023
Training
v5
Jan 13, 2023
2023-01-13 12:19pm
v3
Jan 13, 2023
2023-01-13 3:59am
v2
Jan 12, 2023
2023-01-13 2:22am
v1
Jan 12, 2023
v16
2023-02-04 11:42am
Generated on Feb 4, 2023
Popular Download Formats
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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2292 Total Images
View All Images
Dataset Split
Train Set 89%
2035Images
Valid Set 0%
4Images
Test Set 11%
253Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Flip: Horizontal, Vertical
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