4fouriertrash Image Dataset
Versions
2023-12-19 2:39pm
v12
· 6 months ago
2023-12-19 2:05pm
v10
· 6 months ago
2023-12-17 8:54pm
v9
· 6 months ago
2023-12-17 6:27pm
v8
· 6 months ago
2023-12-17 6:10pm
v7
· 6 months ago
2023-12-17 5:08pm
v6
· 6 months ago
2023-12-17 3:47pm
v5
· 6 months ago
2023-12-16 7:14pm
v4
· 7 months ago
2023-12-16 3:42pm
v3
· 7 months ago
2023-12-15 7:29pm
v2
· 7 months ago
2023-12-15 6:56pm
v1
· 7 months ago
v12
2023-12-19 2:39pm
Generated on Dec 19, 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.
1008 Total Images
View All Images
Dataset Split
Train Set 88%
882Images
Valid Set 8%
85Images
Test Set 4%
41Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 3% of pixels
Cutout: 10 boxes with 1% size each
recyclables
800 images
bottle-type
222 images
can-plastic-glass-water-greentea
2255 images
plastic
271 images
Coca-cola
1133 images