#BEST FREE 2D TO 3D VIDEO CONVERTER SOFTWARE MANUAL#
#BEST FREE 2D TO 3D VIDEO CONVERTER SOFTWARE SOFTWARE#
#BEST FREE 2D TO 3D VIDEO CONVERTER SOFTWARE FREE#

#BEST FREE 2D TO 3D VIDEO CONVERTER SOFTWARE SOFTWARE#

Nevertheless, the generated image or right eye is still slightly blurry and can be improved with one of the abundant methods for video conversion.Excellent utility Software top best 2D to 3D Video Converter for Mac 2018. I found the video percepts well and binocular perception is indistinguishable from one in 3d movie.

#BEST FREE 2D TO 3D VIDEO CONVERTER SOFTWARE FREE#

After conversion, an original audio frame, as well as metadata about stereoscopy, can be added using the FFmpeg framework: !ffmpeg -i converted.mp4 -i inputvideo.mp4 -map 0:v -map 1:a -metadata stereo_mode=1 output.mkvįor testing the work, I’ve purchased a cheap google cardboard VR headset for my phone and free apps for 3d cinema watching. In that case, google provides a cloud virtual machine for every user, so you can convert your video from 2d into 3d in the cloud (nevertheless, the conversion speed is still quite low). For example, I’ve implemented a video conversion tool as a googleColab notebook.

As for ones, who do not have a GPU, a cloud solution can be possible. Potentially, that algorithm can be implemented in form of a video player (if one got a powerful GPU). The conversion of the whole video requires a powerful GPU (on my Nvidia GTX 1060 it works 4 times slower, than real-time conversion for 480x480 video). A film conversion frame-by-frame was also applied. One can see realistic motions, that take into account the distance to objects. Gif animation generated by author from Lion King Screenshot (generated by author) Loading a pretrained model (containment of custom objects can be viewed on the project Github page) Therefore, as a loss function, we used a linear combination of MSE, ssim_loss - an image similarity assessment function that includes the similarity of image contrast and loss based on low-level features extracted using a neural network VGG16.

Experiments have shown that using per-pixel root-mean-square or mean-modulus deviation as a loss function results in blurring and poor image quality.

The use of filters, in convolutions stretched horizontally, is since the main distortions are horizontal displacements of some objects. Using information about the geometric position of the pixel (usually implemented as a CoordConv layer, I just added 2 input channels using NumPy, which is equivalent) Usage of Skip-connections - the frame for the right eye should be similar to the frame for the left eye The output of the neural network has been renormalized for faster further learning.

Using a pre-trained network to determine the distance to objects (excellent results were obtained here).

The 4 significant features are important for the model: Proposed an end-to-end model without adding knowledge of the geometry of the world and the position of the eyes. The task of determining the distance to an object (depth) with one eye is impossible due to a lack of data. Ideally, generating (rendering) an image for the eye requires knowledge of the spatial position of all visible objects.

Several problems do not lend themselves well to software algorithmic solutions. Until recently, this task did not lend itself well to automation due to the lack of an unambiguous solution when restoring a stereoscopic image from a monocular one.

#BEST FREE 2D TO 3D VIDEO CONVERTER SOFTWARE MANUAL#

For high-quality conversion of old films into 3D and showing them in the cinema, manual work of a large number of artists is required to mark the scene and manually redraw most of the frames for the other eye. However, to create a stereoscopic film, 2 video cameras are used, located at a distance of about 6.5 cm, filming 2 videos simultaneously. With the advent of cheap virtual reality glasses, it can be tempting to watch your favorite movies in 3D. However, due to the requirements for playback equipment and the availability of special glasses for viewing, stereoscopic films are still not the standard for filming. I found that the technology for creating stereoscopic 3D films is about 100 years old - more than the history of recording combined audio and video tracks.

Best free 2d to 3d video converter software