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Part 2: Deep Representations, a Way Towards Neural Style Transfer

Aritra Roy Gosthipaty, Devjyoti Chakraborty

Sep 22

Intermediate, Computer Vision, GenAI, Experiment, Research, CNN, Github, Panels, Plots, Slider, ImageNet

Part 1: Deep Representations, a Way Towards Neural Style Transfer

Aritra Roy Gosthipaty, Devjyoti Chakraborty

Sep 21

Intermediate, Computer Vision, GenAI, Experiment, Research, CNN, Github, Panels, Plots, Slider, ImageNet

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

Distilling Knowledge in Neural Networks With Weights & Biases

Sayak Paul

Sep 18

Intermediate, Computer Vision, Classification, Keras, Tutorial, Panels, Plots, MNIST

Anomalous Data in Your Autonomous Data

Andrea

Sep 09

Articles, Autonomous Vehicles, Tutorial, Tables, Berkeley Deep Drive

Tips for Kagglers From A Solo Silver Medal Winner

Aman Dalmia

Aug 31

Intermediate, Computer Vision, Classification, PyTorch, Tutorial, Panels, Plots, Sweeps, Kaggle, Health Care

Part 1 – Introduction to Graph Neural Networks With GatedGCN

Yash Kotadia

Aug 19

Intermediate, Domain Agnostic, Tutorial, GNN, Plots, PATTERN

Towards Representation Learning for an Image Retrieval Task

Aritra Roy Gosthipaty, Souradip Chakraborty

Aug 07

Intermediate, Computer Vision, GenAI, Experiment, Panels, Plots, CIFAR10

Understanding the Effectivity of Ensembles in Deep Learning

Sayak Paul, Ayush Thakur

Jul 24

Intermediate, Computer Vision, Object Detection, PyTorch, Experiment, Research, CNN, ResNet, Github, Panels, Plots, CIFAR10

Modern Data Augmentation Techniques for Computer Vision

Ayush Thakur

Jul 21

Intermediate, Computer Vision, Keras, Tutorial, ResNet, Panels, Plots, CIFAR10

Hiding In Plain Sight: Deep Steganography

Ayush Chaurasia

Jul 17

Intermediate, Computer Vision, Experiment, Tutorial, Panels, Plots, Sweeps, ImageNet

Implementing and Tracking the Performance of a CNN in PyTorch

Ayush Thakur

Jul 07

Intermediate, Computer Vision, Domain Agnostic, Object Detection, PyTorch, Tutorial, CNN, Plots, Sweeps, CIFAR10

PyTorch Dropout for regularization - tutorial

Ayush Thakur

Jul 03

Beginner, Domain Agnostic, PyTorch, Tutorial, Conv2D, Plots, CIFAR10

Diving Into Model Pruning in Deep Learning

Sayak Paul

Jun 10

Intermediate, NLP, OCR, Keras, Experiment, Panels, Plots, MNIST

The Power of Random Features of a Convolutional Neural Network (CNN)

Sayak Paul

May 18

Intermediate, Computer Vision, Object Detection, Keras, Experiment, Research, CNN, ResNet, Panels, Plots, CIFAR10, Normalization

The Al-Dente Neural Network: Part I

Sairam Sundaresan

May 18

Intermediate, Computer Vision, Object Detection, Experiment, Panels, Plots, CIFAR10

A Step-by-Step Guide to Tracking HuggingFace Model Performance

Jack Morris

May 08

Beginner, NLP, HuggingFace, Tutorial, DistilBERT, Plots, Data

Transfer Learning With the EfficientNet Family of Models

Sayak Paul

Apr 26

Intermediate, Computer Vision, Classification, Transfer Learning, Keras, Experiment, EfficientNet, Plots, Cat v Dog

Exploring Bounding Boxes for Object Detection With Weights & Biases

Stacey Svetlichnaya

Apr 24

Beginner, Computer Vision, Object Detection, W&B Meta, YOLO, Panels, Berkeley Deep Drive, Autonomous Vehicles

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