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Chess Pieces
Object Detection
Overview
Images
289
Dataset
7
Model
1
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
odsc-v1
v25
·
4 years ago
416x416_aug
v24
·
4 years ago
raw
v23
·
4 years ago
augmented
v19
·
4 years ago
raw-dataset
v2
·
5 years ago
416x416auto-orient
v1
·
5 years ago
v25
odsc-v1
Generated on Apr 1, 2021
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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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693
Total Images
View All Images
Dataset Split
Train Set
87%
606
Images
Valid Set
8%
58
Images
Test Set
4%
29
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 416x416
Augmentations
Outputs per training example:
3
Crop:
0% Minimum Zoom, 10% Maximum Zoom
Hue:
Between -20° and +20°
Saturation:
Between -20% and +20%
Brightness:
Between -15% and +15%
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