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PicTranslate: Seamless live Image Text translator
Given an image with text on it, this app can give you a new image with text modified into a different language.
optical-character-recognition convolutional-neural-networks aws translation
A Tensorflow-based framework to ease the training of generative models
computer-vision generative-adversarial-networks tensorflow deep-learning
Adversarial Latent Autoencoders
Introducing the Adversarial Latent Autoencoder (ALAE), a general architecture that can leverage recent improvements on GAN training procedures.
autoencoders generative-adversarial-networks latent-space disentanglement
VAE Explorer
A tool that can be used to explore pre-trained tensorflow VAE models and interpolate between data points. Trained on MNIST and Fashion-MNIST.
variational-autoencoders autoencoders tensorflow-js interactive
Image Similarity Search in PyTorch
Simple Convolutional Auto-encoder based image similarity search to find similar images to given image or features. Fully written in PyTorch.
image-similarity-search pytorch autoencoders computer-vision
A deep generative model for dimensionality reduction and clustering.
dimensionality-reduction clustering autoencoders variational-autoencoders
How to Detect Data-Copying in Generative Models
I propose some new definitions and test statistics for conceptualizing and measuring overfitting by generative models.
generative-modeling data-copying generative-adversarial-networks variational-autoencoders
A Tutorial on VAEs: From Bayes' Rule to Lossless Compression
An overview of the VAE and a tour through various derivations and interpretations of the VAE objective.
variational-autoencoders autoencoders bayes-rule loseless-compression
Towards representation learning for an image retrieval task
This project explains self-supervised and regularized supervised image retrieval with the help of the latent space of an autoencoder.
autoencoders image-retrieval tensorflow wandb
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