Autotesla Image Dataset
v4
2022-10-22 12:08pm
Generated on Oct 22, 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.
11231 Total Images
View All Images
Dataset Split
Train Set 87%
9825Images
Valid Set 8%
934Images
Test Set 4%
472Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x720
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -5° and +5°
Brightness: Between -20% and +20%
Exposure: Between -21% and +21%
Noise: Up to 1% of pixels
Similar Projects
Crosswalk
381 images
Necessary-Everyday-Objects
527 images
traffic-signals
194 images
crosswalks
700 images
TrafficItems
7392 images