Dataset Versions
Versions
v5-updated
v15
· 12 days ago
v5-updated-gatau-versi berapa
v14
· 12 days ago
yolo-v11-trash-detection
v13
· 13 days ago
yolo-v5-trash-detection
v12
· 14 days ago
yolo-v10-trash-detection
v11
· 19 days ago
2024-12-05 9:59am
v10
· 19 days ago
2024-12-05 8:55am
v9
· 19 days ago
2024-11-21 11:16am
v8
· a month ago
2024-11-21 10:46am
v7
· a month ago
2024-11-14 11-57am
v6
· a month ago
2024-11-14 10-16am
v5
· a month ago
2024-10-31 3:45am
v4
· 2 months ago
2024-10-30 2:46pm
v1
· 2 months ago
v7
2024-11-21 10:46am
Generated on Nov 21, 2024
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.
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1682 Total Images
View All Images
Dataset Split
Train Set 98%
1656Images
Valid Set 1%
14Images
Test Set 1%
12Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 7 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Noise: Up to 0.77% of pixels