traffic light and sign detect Image Dataset
Versions
2024-06-08 7:37pm
v33
Jun 8, 2024
2024-06-08 3:32pm
v32
Jun 8, 2024
2024-06-04 2:59pm
v30
Jun 4, 2024
2024-06-04 1-46pm 200 epoch 32 batch farkli augmentation
v27
Jun 4, 2024
2024-06-04 1:35pm
v26
Jun 4, 2024
2024-06-04 12-34pm 150 epoch 32 batch no horizontal
v23
Jun 4, 2024
2024-06-04 10:35am
v22
Jun 4, 2024
2024-05-28 11-32am 150 epoch 32 batch
v20
May 28, 2024
2024-05-27 3-51pm 150 epoch 16 batch
v19
May 27, 2024
2024-05-27 3:06pm
v18
May 27, 2024
2024-05-26 2:19pm
v12
May 26, 2024
2024-05-26 1:25pm
v5
May 26, 2024
2024-05-26 10:14am
v3
May 26, 2024
2024-05-25 7:30pm
v2
May 25, 2024
v33
2024-06-08 7:37pm
Generated on Jun 8, 2024
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.
1814 Total Images
View All Images
Dataset Split
Train Set 70%
1265Images
Valid Set 15%
274Images
Test Set 15%
275Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Brightness: Between -20% and +20%
Similar Projects
traffic-lights-sign-Muuf
972 images
car
306 images
Car
7733 images
carla
3277 images
vehicle-trafficlight-bike
300 images