Trash Image Dataset
Versions
2023-08-27 2:47pm
v9
Aug 27, 2023
2023-08-27 12:06pm
v8
Aug 27, 2023
2023-07-16 5:35pm
v7
Jul 16, 2023
2023-07-06 1:23pm
v6
Jul 6, 2023
2023-06-29 6:36pm
v5
Jun 29, 2023
2023-06-26 6:48pm
v4
Jun 26, 2023
2023-06-24 12:00am
v3
Jun 23, 2023
2023-06-22 4:25pm
v2
Jun 22, 2023
2023-06-22 1:14pm
v1
Jun 22, 2023
v7
2023-07-16 5:35pm
Generated on Jul 16, 2023
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
2004 Total Images
View All Images
Dataset Split
Train Set 87%
1749Images
Valid Set 8%
159Images
Test Set 5%
96Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels
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