trash Final Image Dataset
Versions
2024-01-30 11:22pm
v20
Jan 30, 2024
2024-01-30 10:08pm
v19
Jan 30, 2024
2024-01-30 8:30pm
v18
Jan 30, 2024
2024-01-30 7:54pm
v17
Jan 30, 2024
2024-01-30 7:36pm
v16
Jan 30, 2024
2024-01-30 7:35pm
v15
Jan 30, 2024
2024-01-30 7:35pm
v14
Jan 30, 2024
2024-01-30 7:33pm
v13
Jan 30, 2024
2024-01-30 7:32pm
v12
Jan 30, 2024
2024-01-30 7:30pm
v11
Jan 30, 2024
2024-01-30 2:40am
v10
Jan 29, 2024
2024-01-30 12:33am
v9
Jan 29, 2024
2024-01-27 12:50am
v8
Jan 26, 2024
2024-01-27 12:43am
v7
Jan 26, 2024
v9
2024-01-30 12:33am
Generated on Jan 29, 2024
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.
2524 Total Images
View All Images
Dataset Split
Train Set 87%
2208Images
Valid Set 8%
212Images
Test Set 4%
104Images
Preprocessing
Auto-Orient: Applied
Static Crop: 30-66% Horizontal Region, 30-86% Vertical Region
Resize: Stretch to 608x608
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±11° Horizontal, ±9° Vertical
Grayscale: Apply to 23% of images
Hue: Between -21° and +21°
Saturation: Between -34% and +34%
Brightness: Between -22% and +22%
Exposure: Between -14% and +14%
Noise: Up to 1.29% of pixels
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