Nikita Kapchenko
About
Nikita Kapchenko is from Paris, Île-de-France, France. Nikita is currently AI Research Scientist (MVA) at École normale supérieure Paris-Saclay, located in Gif-sur-Yvette, Île-de-France, France.
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Nikita Kapchenko's current jobs
Perform object methamorphosis by using multi-dimensional interpolation of embedings inside the latent space of pre-trained Variational Autoencoder. Input: image1.png + image2.png Output: set of png images showing metamorphosis from image1 to image2 Projects steps: 1. train VAE on Tiny ImageNet dataset 2. Compute two embeding vectors for input images 3. perform multi-dimensional interpolation (aka 3D gaussian bubbles) of two vectors from step 2. 4. decode each vector λ"vector1" + (1-λ)"vector2" into image 5. create a set of images (or video.mp4) of object metamorphosis #ComputerVision #autoencoder #VAE #CNN #LatentSpace #MultiInterpolation