EFCD Image Dataset
Versions
2024-01-09 4:39pm
v30
Jan 9, 2024
2024-01-08 5:52pm
v29
Jan 8, 2024
2023-12-20 9:36am
v28
Dec 20, 2023
2023-12-18 3:51pm
v27
Dec 18, 2023
2023-11-27 3-46pm NO NOISE
v26
Nov 27, 2023
2023-11-27 11:12am
v25
Nov 27, 2023
2023-11-23 4:43pm
v24
Nov 23, 2023
2023-11-22 4:10pm
v22
Nov 22, 2023
2023-11-21 4:25pm
v21
Nov 21, 2023
2023-11-20 12:24pm
v19
Nov 20, 2023
2023-11-20 12:07pm
v18
Nov 20, 2023
2023-11-20 10:25am
v17
Nov 20, 2023
2023-11-15 4:13pm
v16
Nov 15, 2023
2023-11-15 2:01pm
v15
Nov 15, 2023
2023-11-14 11:32am
v13
Nov 14, 2023
2023-11-09 1:44pm
v10
Nov 9, 2023
2023-11-09 12:14pm
v8
Nov 9, 2023
no augmentation
v3
Nov 7, 2023
initial attribute classes
v1
Nov 7, 2023
v25
2023-11-27 11:12am
Generated on Nov 27, 2023
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.
642 Total Images
View All Images
Dataset Split
Train Set 93%
597Images
Valid Set 5%
35Images
Test Set 2%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Brightness: Between -15% and +15%
Noise: Up to 3% of pixels
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