Dataset Versions
Versions
2021-12-18 12:30am
v10
· 3 years ago
2021-12-18 12:17am
v9
· 3 years ago
2021-12-18 12:15am
v8
· 3 years ago
wasteclassifiers
v7
· 3 years ago
2021-12-17 11:18pm
v6
· 3 years ago
2021-12-17 11:16pm
v5
· 3 years ago
2021-12-17 10:18pm
v4
· 3 years ago
2021-12-17 10:08pm
v3
· 3 years ago
2021-12-17 9:59pm
v2
· 3 years ago
2021-12-17 8:39pm
v1
· 3 years ago
v1
2021-12-17 8:39pm
Generated on Dec 17, 2021
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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.
1600 Total Images
View All Images
Dataset Split
Train Set 94%
1500Images
Valid Set %
0Images
Test Set 6%
100Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 27-81% Horizontal Region, 27-81% Vertical Region
Resize: Stretch to 416x416
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 18% Maximum Zoom
Rotation: Between -27° and +27°
Shear: ±18° Horizontal, ±27° Vertical
Grayscale: Apply to 27% of images
Saturation: Between -36% and +36%
Brightness: Between -27% and +27%
Cutout: 5 boxes with 27% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Brightness: Between -27% and +27%