Tools_KITTI2FishEye
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Rebuild the Fisheye dataset from the normal dataset. (Based on KITTI dataset)
Conversion Tool for FishEye Dataset
About Imaging Algorithm
- The algorithm is based on the equidistance projection
- The picture below shows the principle of the imaging algorithm.Every point K in the sphere correspond to a single point Q(x,y) in the raw image. Then K is remapped into imaging plane as P(u,v). The equation between P and Q is
- The process of image manufacture is shown below. The flat image is transformed to the sphere, then remapped into fisheye imaging plane.
Implementation (Windows)
For Batch Processing
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Get The List of Filename:Put the get_list.bat into the file and click. The list of filename is written into the 'filename_list.txt' file.
Don't forget to delete the filename 'get_list.bat' from the list by yourself!
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Adjust the parameters and Run the programe in Batch-Processing Mode
For Single Picture
- Adjust the parameters and Run the programe in Single-Picture Mode
About Generated Dataset
- The generated dataset contains images and labels
- The parameters of the images is based on the parameters you set
- The contents of the labels are based on the origin labels and the parameters you set. Normally, it includes two parts, classification and the b-box.