XANH_THO_DATASET_part2 Image Dataset
Versions
DATA_CHUP-raw
v17
· 2 years ago
raw_1k6_only_train
v16
· 2 years ago
raw_data_1k6_video
v15
· 2 years ago
data_4k
v14
· 2 years ago
data_4k_v3_valid
v13
· 2 years ago
data_4k_v2
v12
· 2 years ago
data_augment_4k_crop
v11
· 2 years ago
v10
v10
· 2 years ago
not_use_box_AUGMENTATION
v9
· 2 years ago
add_hue
v8
· 2 years ago
do_not_rotation_box
v7
· 2 years ago
flip
v6
· 2 years ago
small_change_2
v5
· 2 years ago
data_argument_small_change
v4
· 2 years ago
data_argument
v2
· 2 years ago
v6
flip
Generated on Apr 18, 2022
Popular Download Formats
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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3890 Total Images
View All Images
Dataset Split
Train Set 86%
3354Images
Valid Set 9%
350Images
Test Set 5%
186Images
Preprocessing
Auto-Orient: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -20° and +20°
Brightness: Between -10% and +10%
Exposure: Between -14% and +14%
Bounding Box: Shear: ±8° Horizontal, ±7° Vertical
Bounding Box: Brightness: Between -17% and +17%
Bounding Box: Exposure: Between -15% and +15%
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