GoodRoads Mobile Image Dataset
Versions
2023-09-01 2:09am
v25
Sep 1, 2023
2023-09-01 2:03am
v24
Sep 1, 2023
2023-08-31 9:16pm
v23
Aug 31, 2023
2023-08-31 5:51pm
v22
Aug 31, 2023
2023-08-30 9:59pm
v21
Aug 30, 2023
2023-08-28 8:19pm
v20
Aug 28, 2023
2023-08-28 4:30pm
v19
Aug 28, 2023
2023-08-20 7:50pm
v16
Aug 20, 2023
2023-08-18 11:26pm
v15
Aug 18, 2023
2023-08-17 5:02pm
v12
Aug 17, 2023
2023-08-15 7:55pm
v8
Aug 15, 2023
2023-08-10 12:48pm
v5
Aug 10, 2023
2023-08-06 8:24pm
v4
Aug 7, 2023
2023-07-26 8:11pm
v3
Jul 26, 2023
2023-07-11 6:06pm
v2
Jul 11, 2023
v25
2023-09-01 2:09am
Generated on Sep 1, 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.
4706 Total Images
View All Images
Dataset Split
Train Set 88%
4134Images
Valid Set 8%
386Images
Test Set 4%
186Images
Preprocessing
Modify Classes: 2 remapped, 0 dropped
Filter by Tag: 0 required, 13 dropped
Augmentations
Outputs per training example: 3
Saturation: Between -15% and +15%
Brightness: Between -25% and +25%
Exposure: Between -5% and +5%
Blur: Up to 6.75px
Noise: Up to 25% of pixels
my-objects
2758 images
my-objects
5772 images
pedestrian
299 images
traffic-lights-SkXi-traffic-lights-5QP7-dIZX
386 images
traffic-lights-5QP7
393 images