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waste-detect-53nqc/51 (latest)
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waste detect
Object Detection
Overview
Images
1474
Dataset
9
Model
8
API Docs
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Dataset Versions
Try Pre-Trained Model
Versions
2024-12-07 10:59pm
v53
·
3 months ago
2024-12-04 2:26pm
v51
·
3 months ago
2024-11-28 7:57am
v49
·
3 months ago
2024-11-22 3:40am
v43
·
4 months ago
2024-11-21 10:54am
v40
·
4 months ago
2024-11-17 9:54pm
v13
·
4 months ago
2024-11-13 9:41am
v11
·
4 months ago
2024-11-11 6:42pm
v8
·
4 months ago
2024-11-04 11:37am
v4
·
4 months ago
v53
2024-12-07 10:59pm
Generated on Dec 7, 2024
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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
is used with Apple's CreateML and Turi Create tools.
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2548
Total Images
View All Images
Dataset Split
Train Set
84%
2148
Images
Valid Set
8%
200
Images
Test Set
8%
200
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Fit (white edges) in 640x640
Augmentations
Outputs per training example:
2
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Rotation:
Between -15° and +15°
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