Model Articles & Tutorials by Weights & Biases

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An Introduction to the Global Vectors (GloVe) Algorithm

Devjyoti Chakraborty, Aritra Roy Gosthipaty

Dec 15

Intermediate, NLP, Language Understanding, Keras, Research, Glove, Github, Panels, Plots

Dynamic Sky Replacement: The Sky Is Within Our Grasp!

Ayush Thakur

Nov 27

Intermediate, Computer Vision, GenAI, Experiment, Research, ResNet, U-Net, Panels

Can Neural Image Generators Be Detected?

Lavanya Shukla

Nov 24

Intermediate, Computer Vision, GenAI, Experiment, Research, GAN, Panels, Plots, Slider, Sweeps

Rewriting a Deep Generative Model: An Overview

Ayush Thakur

Nov 23

Intermediate, Computer Vision, GenAI, Research, GAN

An Introduction to Adversarial Latent Autoencoders

Ayush Thakur, Sairam Sundaresan

Nov 23

Intermediate, Computer Vision, GenAI, Experiment, Research, GAN, Github, Panels, Plots, Slider, MNIST

In-Domain GAN Inversion for Real Image Editing

Ayush Thakur

Nov 23

Intermediate, Computer Vision, GenAI, Experiment, Research, GAN, Panels, Image manipulation

Transfer Learning Using PyTorch Lightning

Ayush Thakur

Nov 18

Intermediate, Computer Vision, Domain Agnostic, Classification, Transfer Learning, PyTorch Lightning, Tutorial, ResNet, Panels, Plots, Slider, ImageNet

From EMNIST to Wikisplit: Sentence Composition Using W&B

Ayush Thakur

Nov 05

Intermediate, NLP, OCR, Experiment, CNN, RNN, Panels, Plots

IceVision Meets Weights & Biases For Object Detection

AI Fast Track

Oct 28

Intermediate, Computer Vision, Object Detection, PyTorch Lightning, fastai, Experiment, Tutorial, EfficientNet, Panels, Plots

Object Localization With Keras and Weights & Biases

Ayush Thakur

Oct 27

Intermediate, Computer Vision, Object Detection, Keras, Experiment, Conv2D, Github, Panels, Plots, MNIST

Fine-Tuning ResNet-18 for Audio Classification

John Hartquist

Oct 27

Intermediate, Audio, Classification, fastai, Experiment, Research, ResNet, Github, Panels, Plots, Sweeps, Fine-tuning

Under the Hood of Recurrent Neural Networks

Aritra Roy Gosthipaty

Oct 09

Intermediate, NLP, Keras, Experiment, RNN, Github, Plots

Metric Learning for Image Search With Weights & Biases

Ayush Thakur

Oct 07

Intermediate, Computer Vision, Classification, Keras, Experiment, Conv2D, Panels, Plots, CIFAR10

The Evolution Of Mobile CNN Architectures

Carlo Lepelaars

Sep 29

Beginner, Domain Agnostic, Case Study, EfficientNet, Plots, Kaggle

Melanoma Detection Using Weights & Biases

Anshul Sharma

Sep 29

Intermediate, Computer Vision, Object Detection, Experiment, DenseNet, Panels, Plots, Kaggle, Health Care

Ray Tune: Distributed Hyperparameter Optimization at Scale

Ayush Chaurasia, Lavanya Shukla

Sep 20

Beginner, NLP, GenAI, Ray Tune, W&B Meta, DCGAN, Panels, Plots, Sweeps, MNIST, Image Generation

Modern Scalable Hyperparameter Tuning Methods With Weights & Biases

Ayush Chaurasia

Sep 20

Intermediate, NLP, OCR, Ray Tune, Experiment, DCGAN, Plots, Sweeps, MNIST

Unsupervised Visual Representation Learning with SwAV

Ayush Thakur, Sayak Paul

Sep 04

Intermediate, Computer Vision, Classification, Research, ResNet, Github, Panels, Plots

Part 2 – Comparing Message-Passing-Based GNN Architectures

Yash Kotadia

Aug 28

Intermediate, Domain Agnostic, Classification, PyTorch, Experiment, Tutorial, GNN, Sweeps

An Introduction to Adversarial Examples in Deep Learning

Sayak Paul

Aug 23

Intermediate, Computer Vision, Domain Agnostic, PyTorch, Tutorial, GAN, Github, Panels, Plots

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