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How To Eliminate the Data Processing Bottleneck With PyTorch

Srishti Gureja

Aug 09

PyTorch, Tutorial, Articles, Advanced, Domain Agnostic, Computer Vision, Kaggle

Using Vertex AI and Weights & Biases to Enhance Image Resolution

Ben Sherman

Aug 08

Computer Vision, Advanced, Tutorial, Image manipulation, Vertex AI

Writing a Training Loop in JAX and Flax

Soumik Rakshit, Saurav Maheshkar

Jul 29

Articles, Computer Vision, Object Detection, CIFAR10, CNN, JAX, Tutorial, Advanced

YOLOv5 Wildfire Smoke Detection With Roboflow and Weights & Biases

Ivan Goncharov

Jul 27

Articles, Experiment, Tutorial, Intermediate, Computer Vision, Object Detection, YOLO

WhistleGen V2: Making Music With Transformers

Jonathan Whitaker

Jul 22

Music Generation, Articles, GPT, Intermediate, Plots, Experiment

Finding the New ResNet18

Thomas Capelle

Jul 20

ResNet, ConViT, TIMM, Experiment, Articles, Intermediate, Sweeps, Computer Vision

How To Write Efficient Training Loops in PyTorch

Saurav Maheshkar

Jul 19

Articles, PyTorch, Domain Agnostic, Intermediate, Plots

Hyperparameter Search for HuggingFace Transformer Models

Matteo

Jul 14

Articles, Beginner, Sweeps, HuggingFace, Computer Vision, Plots, Tables, NLP

How To Use Autocast in PyTorch

Saurav Maheshkar

Jul 08

Articles, Beginner, Domain, PyTorch, Plots

How To Implement Gradient Accumulation in PyTorch

Saurav Maheshkar

Jul 01

Articles, Domain Agnostic, Tutorial, Beginner, PyTorch

How to Train ML Models with SageMaker Studio Lab, a Powerful Jupyter-based ML Platform

Thomas Capelle

Jun 30

Articles, SageMaker, Tutorial, Intermediate, Experiment, Semantic Segmentation, Autonomous Vehicles, U-Net

How To Use the Flatten Layer in Keras

Saurav Maheshkar

Jun 24

Keras, Articles, Domain Agnostic, Tutorial

How To Create an Image Classification Model in JAX/Flax

Saurav Maheshkar

Jun 23

CIFAR10, Articles, Computer Vision, Tutorial, JAX

How to Set Random Seeds in PyTorch and Tensorflow

Saurav Maheshkar

Jun 22

Articles, Domain Agnostic, Tutorial, Plots, PyTorch, Keras

How To Use GradScaler in PyTorch

Saurav Maheshkar

Jun 14

Articles, Domain Agnostic, Beginner, Tutorial, PyTorch

An Intro to Neural Network Initialization With Keras

Saurav Maheshkar

Jun 07

Domain Agnostic, Tutorial, Beginner, Keras

Object Detection with PaddleDetection and Weights & Biases

Manan Goel

Jun 06

Object Detection, COCO, YOLO, Computer Vision, Tutorial, Intermediate, Articles

How to Properly Use PyTorch's CosineAnnealingWarmRestarts Scheduler

Saurav Maheshkar

Jun 03

Tutorial, PyTorch, Articles, Beginner, Domain Agnostic

How to Perform Massive Hyperparameter Experiments with W&B

Thomas Capelle

May 31

TIMM, Sweeps, Intermediate, Tutorial

Leveraging Pre-Trained Models for Image Classification

Thomas Capelle

May 27

TIMM, fastai, Tutorial, Transfer Learning, Computer Vision, Classification, Intermediate

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