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hand-drawn-logic-gate-classifier/3 (latest)
Versions
2024-08-21 11:43am
v20
·
7 months ago
2024-08-20 8:05am
v19
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7 months ago
2024-08-15 11:39pm
v18
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7 months ago
2024-08-15 1:41pm
v17
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7 months ago
2024-05-04 6:24pm
v16
·
a year ago
2024-05-04 4:23pm
v15
·
a year ago
2024-04-30 7:29pm
v14
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a year ago
2024-04-30 6:42pm
v13
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a year ago
2024-04-29 10:53pm
v12
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a year ago
2024-04-29 8:09pm
v11
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a year ago
2024-04-28 4:59pm
v10
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a year ago
2024-04-24 10:41pm
v9
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a year ago
2024-04-23 10:59pm
v8
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a year ago
2024-04-23 9:33pm
v7
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a year ago
2024-04-13 1:56pm
v6
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a year ago
2024-03-25 9:37pm
v5
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a year ago
2024-03-24 9:00pm
v4
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a year ago
2024-03-24 3:12pm
v3
·
a year ago
v15
2024-05-04 4:23pm
Generated on
May 4, 2024
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YOLOv11
TXT
annotations and YAML config used with YOLOv11.
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annotations and YAML config used with YOLOv9.
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annotations and YAML config used with YOLOv8.
YOLOv5
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annotations and YAML config used with YOLOv5.
YOLOv7
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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.
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866 Total Images
View All Images
Dataset Split
Train
Set
91%
789Images
Valid
Set
8%
65Images
Test
Set
1%
12Images
Preprocessing
Auto-Orient:
Applied
Static Crop:
13-91% Horizontal Region, 18-96% Vertical Region
Resize:
Stretch to 640x640
Auto-Adjust Contrast:
Using Adaptive Equalization
Augmentations
Outputs per training example:
3
Rotation:
Between -15° and +15°
Shear:
±1° Horizontal, ±1° Vertical
Grayscale:
Apply to 25% of images
Saturation:
Between -15% and +15%
Brightness:
Between -10% and +10%
Exposure:
Between -10% and +10%
Noise:
Up to 0.46% of pixels
