soil analysis Dataset
Versions
2022-07-03 7:04pm
v16
· 2 years ago
2022-07-02 4:10pm
v15
· 2 years ago
efficient net
v14
· 2 years ago
efficient
v13
· 2 years ago
2022-06-30 3:20pm
v12
· 2 years ago
resnet32
v11
· 2 years ago
faster
v10
· 2 years ago
mask rcnn
v9
· 2 years ago
yolov5new
v8
· 2 years ago
detector more data
v7
· 2 years ago
dectector2
v6
· 2 years ago
2022-06-27 10:52am
v5
· 2 years ago
2022-06-26 10:58pm
v4
· 2 years ago
2022-06-26 9:42pm
v3
· 2 years ago
resnet34
v2
· 2 years ago
YOLOV5
v1
· 2 years ago
v16
2022-07-03 7:04pm
Generated on Jul 3, 2022
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.
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1122 Total Images
View All Images
Dataset Split
Train Set 88%
983Images
Valid Set 8%
93Images
Test Set 4%
46Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -25% and +25%