Nhận dạng chim Image Dataset
Versions
2023-02-12 10:59pm
v24
Feb 12, 2023
2023-02-10 5:14pm
v23
Feb 10, 2023
All birds and person
v22
Dec 7, 2022
2022-12-07 3:59pm
v21
Dec 7, 2022
2022-08-19 5:58pm
v12
Aug 19, 2022
2022-08-19 5:21pm
v10
Aug 19, 2022
16 types
v9
Jul 31, 2022
2022-07-07 9:44pm
v5
Jul 7, 2022
2022-07-07 9:41pm
v4
Jul 7, 2022
2022-07-07 9:05pm
v3
Jul 7, 2022
2022-07-07 8:47pm
v2
Jul 7, 2022
v4
2022-07-07 9:41pm
Generated on Jul 7, 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
Choose another format.
747 Total Images
View All Images
Dataset Split
Train Set 92%
690Images
Valid Set 8%
57Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 856x856
Modify Classes: 56 remapped, 55 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 6px
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