NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks, CVPR 2022 (Oral)

camera-ready version for github repo release

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Implementation of ConvMixer for "Patches Are All You Need? 🤷"

Towards Understanding Deep Learning Representations via Interactive Experimentation

Example code snippets and machine learning code for Teachable Machine

Crash course on D3 for interactive visualizations

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Implementations of orthogonal and semi-orthogonal convolutions in the Fourier domain with applications to adversarial robustness

Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Vision Transformer (ViT) in PyTorch

A script that applies the AdaIN style transfer method to arbitrary datasets

Corruption and Perturbation Robustness (ICLR 2019)

A simple trivia app for WiCS written in SwiftUI

Tutorial for displaying a hyperlink inside a TextView in an Android app

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

Pipeline for training multiple ResNet models with various parameters

Cyber Hate detection And tracking on Social mEdia

Chaquopy Matplotlib example

The repository contains a collection of tweets IDs associated with the 2020 U.S. Presidential Elections through 6 months post-inauguration.