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waste-detection-vqkjo/3 (latest)
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waste-detection
Object Detection
Overview
Images
9178
Dataset
10
Model
1
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2023-12-03 10:29pm
v10
·
a year ago
2023-12-01 1:06am
v9
·
a year ago
2023-11-04 9:51pm
v8
·
a year ago
2023-11-04 9:21pm
v7
·
a year ago
2023-09-23 4:13pm
v6
·
a year ago
2023-09-23 2:56pm
v5
·
a year ago
2023-09-23 12:25pm
v4
·
a year ago
2023-09-22 10:34pm
v3
·
a year ago
2023-09-22 9:35pm
v2
·
a year ago
2023-09-22 9:21pm
v1
·
a year ago
v4
2023-09-23 12:25pm
Generated on Sep 23, 2023
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Dataset
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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
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408
Total Images
View All Images
Dataset Split
Train Set
88%
357
Images
Valid Set
8%
34
Images
Test Set
4%
17
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Fit within 640x640
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise
Rotation:
Between -15° and +15°
Grayscale:
Apply to 25% of images
Exposure:
Between -25% and +25%
Blur:
Up to 2.5px
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