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microplastic_100/4 (latest)
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microplastic_100
Object Detection
Overview
Images
400
Dataset
16
Model
1
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
Validation
v17
·
2 years ago
Augmentation_1040_
v16
·
2 years ago
400_image_Train_80_valida_20
v15
·
2 years ago
Data_400 image -train100
v13
·
2 years ago
Data_1200 Train 100-
v12
·
2 years ago
yolov8_400_image_New_Augmentation
v11
·
2 years ago
Data 400 Not Augmentation
v10
·
2 years ago
2023-05-13 11:32pm
v9
·
2 years ago
2023-05-12 12:14am
v8
·
2 years ago
2023-05-11 8:31pm
v7
·
2 years ago
2023-05-11 2:03pm
v6
·
2 years ago
2023-05-11 2:03pm
v5
·
2 years ago
2023-05-09 4:49pm
v4
·
2 years ago
2023-05-09 4:44pm
v3
·
2 years ago
2023-05-06 5:56pm
v2
·
2 years ago
2023-05-06 3:04pm
v1
·
2 years ago
v4
2023-05-09 4:49pm
Generated on May 9, 2023
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Dataset
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.
Other Formats
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361
Total Images
View All Images
Dataset Split
Train Set
87%
315
Images
Valid Set
10%
37
Images
Test Set
2%
9
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
3
Grayscale:
Apply to 25% of images
Blur:
Up to 2.5px
Noise:
Up to 5% of pixels
Cutout:
3 boxes with 10% size each
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