Projects

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GANSpace: Discovering Interpretable GAN Controls
This paper describes a simple technique to analyze Generative Adversarial Networks (GANs) and create interpretable controls for image synthesis.
generative-adversarial-networks image-generation interpretability interpretable-gans
STEFANN: Scene Text Editor using Font Adaptive Neural Network
The ability to edit text directly on images has several advantages including error correction, text restoration and image reusability.
image-generation stefann colornet scene-generation
A Visual Exploration of DeepCluster
DeepCluster is a self-supervised method to combine clustering and representation learning
self-supervised-learning computer-vision image-clustering pytorch
Replicating Airbnb's Amenity Detection (documentary series)
Airbnb's engineering team shared an article on how they used computer vision to detection amenities in photos. It read like a recipe so I replicated it.
computer-vision project-management detectron2 business
BiT: Exploring Large-Scale Pre-training for Compute
We are excited to share the best BiT models pre-trained on public datasets, along with code in TF2, Jax, and PyTorch.
object-detection computer-vision pretraining models
Look inside the workings of "Label Smoothing"
This blog post describes how and why does "trick" of label smoothing improves the model accuracy and when should we use it
deep-learning classification image-classification computer-vision
Flowtron
Auto-regressive flow-based generative network for text to speech synthesis.
text-to-speech-synthesis tts flowtron tacotron
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