Description
Color coding is applied on a pixel-by-pixel basis for areas containing objects to be detected in images taken vehicle front camera. The following four categories are used for objects to be utilized in prediction:
・Car
・Pedestrian
・Signal
・Lane
* Python source code to convert from PNG-format color-coded image files to JSON-format application files can be downloaded from the data page.
Data
Route: Tokyo Route 1 (Shibuya-Haneda)),Tokyo Route 2 (Kagurazaka), Saitama Route (Bijogi)
Time of day: 3 time categories of "morning," "day" and "night"; only "day" is used for Tokyo Route 2, and only "morning" is used for the Saitama Route
Photography interval: 10 seconds for Tokyo Routes 1 and 2, and 30 seconds for the Saitama Route (varies in some cases)
Resolution: 1936 x 1216
No. of Images: (Train)2,243、(Test)649
No. of Categories: 20
Category names: Car, Pedestrian, Signal, Lane, Bus, Truck, SVehicle, Motorbike, Bicycle, Signs, Sky, Building, Natural, Wall, Ground, Sidewalk, RoadShoulder, Obstacle, others, own
Travel Routes
About the idea award
The idea award is opened for those who submitted a report. In response to the theme of "Edge AI", please summarize the explanation of the model and the ideas that are oriented towards the implementation, etc., and then submit it from the "Send Report" button.
Notes
・Even though you are willing to challenge to only the idea award other than the accuracy award,, it is necessary to create models and post prediction results.
・You can choose any type of the form of the report, but please describe the segmentation division, title, and your user name on SIGNATE on the 1st page in it.
・Please write the following contents in the report.
- How to use and process data
- Points oriented towards implementation in building a model, such as memory capacity and processing speed.
- Consideration on the prediction result (for example, a discussion of the relationship between speed and accuracy, an analysis on experimentally verified results, and so forth.)
・After printing the report to pdf with a file name of "(segmentation) _ (username). pdf", please submit it.
・You can submit the report more than once, but note that the last posted file for each assignment will be subject to evaluation.