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apple-detection_0630/6 (latest)
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apple detection_0630
Object Detection
Overview
Images
2275
Dataset
10
Model
1
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2024-08-19 3:10pm
v10
·
7 months ago
2024-08-19 1:25pm
v9
·
7 months ago
2024-08-17 4:03pm
v8
·
7 months ago
2024-08-16 8:33am
v7
·
7 months ago
2024-08-09 5:49am
v6
·
7 months ago
2024-08-09 5:31am
v5
·
7 months ago
2023-08-23 3:17pm
v4
·
2 years ago
2023-07-28 1:43am
v3
·
2 years ago
2023-07-03 10:24pm
v2
·
2 years ago
2023-07-02 9:32pm
v1
·
2 years ago
v6
2024-08-09 5:49am
Generated on Aug 9, 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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5443
Total Images
View All Images
Dataset Split
Train Set
87%
4755
Images
Valid Set
8%
452
Images
Test Set
4%
236
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x480
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
Rotation:
Between -25° and +25°
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