ToriLive Image Dataset
Versions
2024-04-22 6:45pm
v14
Apr 22, 2024
2024-04-22 6:44pm
v13
Apr 22, 2024
2024-04-16 11:58am
v12
Apr 16, 2024
2024-04-16 11:10am
v11
Apr 16, 2024
2024-04-11 9:17pm
v10
Apr 11, 2024
2024-04-11 7:56pm
v9
Apr 11, 2024
2024-04-11 8:16am
v8
Apr 11, 2024
2024-04-10 5:29pm
v6
Apr 10, 2024
2024-04-10 5:27pm
v5
Apr 10, 2024
2024-04-08 11:16pm
v4
Apr 8, 2024
2024-04-08 10:28pm
v3
Apr 8, 2024
2024-04-03 9:10pm
v2
Apr 3, 2024
2024-03-15 9:29pm
v1
Mar 15, 2024
v5
2024-04-10 5:27pm
Generated on Apr 10, 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.
2358 Total Images
View All Images
Dataset Split
Train Set 87%
2055Images
Valid Set 9%
204Images
Test Set 4%
99Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
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