Dataset Versions
Versions
2022-02-01 6:23pm
v36
· 3 years ago
Data Augment: C-N-M
v35
· 3 years ago
Data Augment: Mosaic
v34
· 3 years ago
Data Augment: Cutout
v33
· 3 years ago
Data Augment: Noise
v32
· 3 years ago
Data Augment: Shear
v31
· 3 years ago
Data Augment: 90- Rotation
v30
· 3 years ago
Data Augment: H-V Flip
v29
· 3 years ago
Plastic Tile2x2 Contraststretching 75-15-10
v28
· 3 years ago
Plastic Tile3x3 75-15-10
v27
· 3 years ago
Plastic Adaptive Equalization 75-15-10
v26
· 3 years ago
Plastic Histogram Equalization 75-15-10
v25
· 3 years ago
Plastic Contrast Stretching 75-15-10
v24
· 3 years ago
Plastic Greyscale 75-15-10
v23
· 3 years ago
Plastic Tile 2x2 75-15-10
v22
· 3 years ago
Plastic No Preprocessing 85-5-10
v20
· 3 years ago
Plastic No Preprocessing 75-15-10
v19
· 3 years ago
Plastic No Preprocessing 70-15-15
v18
· 3 years ago
Plastic No Preprocessing 60-30-10
v17
· 3 years ago
Plastic No Preprocessing 60-20-20
v16
· 3 years ago
Plastic Sample tile 2x2 grayscale
v15
· 3 years ago
Plastic Sample tile 2x2 adaptive equalization
v14
· 3 years ago
Plastic Sample tile 2x2 histogram equalization
v13
· 3 years ago
Plastic Sample tile 2x2 - contrast stretching 80-10-10
v12
· 3 years ago
Plastic Sample Using tile2x2 80-10-10
v11
· 3 years ago
Plastic Sample Using contrast Adaptive Equalization-grayscale 80-10-10
v10
· 3 years ago
Plastic Sample Using contrast histogram Equalization - grayscale 80-10-10
v8
· 3 years ago
Plastic Sample Grayscale Preprocessing - contrast stretching 80-10-10
v7
· 3 years ago
Plastic Sample Using contrast stretching 80-10-10
v6
· 3 years ago
Plastic Sample Using contrast histogram Equalization 80-10-10
v5
· 3 years ago
Plastic Sample Using contrast Adaptive Equalization 80-10-10
v4
· 3 years ago
Plastic Sample Grayscale Preprocessing 80-10-10
v3
· 3 years ago
Plastic No Preprocessing 80-10-10
v2
· 3 years ago
Plastic No Preprocessing 70-20-10
v1
· 3 years ago
v12
Plastic Sample tile 2x2 - contrast stretching 80-10-10
Generated on Oct 5, 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.
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2100 Total Images
View All ImagesDataset Split
Train Set 80%
1676Images
Valid Set 10%
212Images
Test Set 10%
212Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns
Augmentations
No augmentations were applied.