Domain Articles & Tutorials by Weights & Biases

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Transfer Learning Using PyTorch Lightning

Nov 18

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

How To Install TensorFlow With GPU Support on Windows

Nov 16

Beginner, Domain Agnostic, Keras, Tutorial, Plots

Exploring Ways To Use Pretrained Transformers in biome.text

Ignacio Talavera Cepeda

Nov 13

Intermediate, NLP, Classification, HuggingFace, Ray Tune, Experiment, Panels, Plots, Sweeps

Kaggle License Plate Detection With Weights & Biases

Aritra Roy Gosthipaty

Nov 12

Intermediate, Computer Vision, Object Detection, Keras, Experiment, CNN, Github, Panels, Plots, Kaggle

Confusion Matrix: Usage and Examples

Stacey Svetlichnaya

Nov 11

Beginner, Domain Agnostic, W&B Meta, Github, Custom Charts, Plots, iNaturalist

Creating Custom Charts From Scratch With Weights & Biases

Stacey Svetlichnaya

Nov 11

Beginner, Domain Agnostic, W&B Meta, Github, Custom Charts, Plots, iNaturalist

Creating Custom Line Plots With Weights & Biases

Stacey Svetlichnaya

Nov 10

Beginner, Domain Agnostic, W&B Meta, Github, Custom Charts, Plots, iNaturalist

Creating Custom Scatter Plots With Weights & Biases

Stacey Svetlichnaya

Nov 10

Beginner, Domain Agnostic, W&B Meta, Github, Custom Charts, Plots, iNaturalist

Creating Custom Histograms With Weights & Biases

Stacey Svetlichnaya

Nov 10

Beginner, Domain Agnostic, W&B Meta, Github, Custom Charts, Plots, iNaturalist

YOLOv5: Training Results on the COCO128 Tutorial Dataset

Nov 06

Intermediate, Computer Vision, Experiment, YOLO, Plots, COCO

Survival of the Fittest CNN Model

Aritra Roy Gosthipaty, Puja Roychowdhury

Nov 05

Intermediate, Domain Agnostic, Experiment, CNN, Plots, Sweeps, CIFAR10, Kaggle

From EMNIST to Wikisplit: Sentence Composition Using W&B

Nov 05

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

First Order Motion Model for Image Animation

Nov 04

Intermediate, Computer Vision, GenAI, Research, Panels

IceVision Meets Weights & Biases For Object Detection

Oct 28

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

Image Classification Using PyTorch Lightning and Weights & Biases

Oct 28

Intermediate, Computer Vision, Classification, PyTorch Lightning, Experiment, Panels, Plots, CIFAR10

Object Localization With Keras and Weights & Biases

Oct 27

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

Fine-Tuning ResNet-18 for Audio Classification

Oct 27

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

Pretraining a 124-M Parameter GPT-2 Language Model

Oct 22

Intermediate, NLP, HuggingFace, Keras, Experiment, BERT, Plots, Kaggle, Large Models, GPT

Visualizing The Effect of Attention on Gradient Flow Using Custom Charts

Oct 14

Intermediate, Reinforcement Learning, Gaming, Experiment, Research, Panels, Plots, Slider

The W&B Machine Learning Visualization IDE

Shawn Lewis, Carey Phelps, Stacey Svetlichnaya, John Qian, Kyle Goyette, Tom Holmes

Oct 12

Beginner, Domain Agnostic, W&B Meta, Custom Charts

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