/Self-driving-cars---Poland---dataset

Dataset for Machine Learning of self driving cars. Dataset contains tagged images from dashcams of cars driving on Polish streets. Both day and night images.

GNU General Public License v3.0GPL-3.0

Annotated Driving Dataset - Poland

Note: The dataset is free to use. It's annotated manualy and could contain errors. Images for the data set are stored in a zip file on a separate server. Link to download below.

Dataset

The dataset includes driving in Poland (currently Warsaw only) during daylight and nightlight conditions. The images are captured using car dashcams running at full resolution of 1920x1200. From the video files two frames per second are captured as images. The dataset is annotated manualy by Sethai using the Microsoft VOTT software

Sample images:

Dataset download

Size 4.3 GB
Download dataset

Dataset description

Labels

  • car
  • truck
  • Pedestrian
  • trafficlight
  • trafficlight-green
  • trafficlight-red
  • trafficlight-yellow
  • trafficlight-green-arrow
  • crosswalk
  • bicycle
  • biker
  • dog
  • stop-sign

CSV Format

  • image name
  • xmin
  • ymin
  • xmax
  • ymax
  • label
  • time of day

Dataset split (time of day)

Day 1334 (assets) ; 19303 (tags)
Night 731 (assets) ; 5724 (tags)

Labels count

car 12676
truck 1914
pedestrian 2284
trafficlight 948
trafficlight-green 424
trafficlight-red 397
crosswalk 453
bicycle 136
trafficlight-yellow 21
biker 34
dog 6
trafficlight-green-arrow 5
stop-sign 5