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Assignment 2
Object Detection
Overview
Images
1671
Dataset
5
Model
2
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2022-09-29 2:24pm
v7
·
2 years ago
2022-09-22 1:16pm
v6
·
2 years ago
2022-09-20 1:19pm
v5
·
2 years ago
2022-09-15 4:47pm
v3
·
2 years ago
2022-09-14 7:08pm
v2
·
2 years ago
v5
2022-09-20 1:19pm
Generated on Sep 20, 2022
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Dataset
Popular Download Formats
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.
Other Formats
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1334
Total Images
View All Images
Dataset Split
Train Set
92%
1230
Images
Valid Set
4%
52
Images
Test Set
4%
52
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 416x416
Modify Classes:
0 remapped, 1 dropped
Augmentations
Outputs per training example:
3
Flip:
Horizontal
Rotation:
Between -15° and +15°
Shear:
±15° Horizontal, ±15° Vertical
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