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Writing a Training Loop in JAX and Flax

Soumik Rakshit, Saurav Maheshkar

Jul 29

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

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English

Community Spotlight: DWSNets

May 12

Articles, Community Posts, CNN

Community Spotlight: OpenSoundscape

Apr 25

Articles, Community Posts, CNN

Dynamic Group Convolution for Accelerating Convolutional Neural Networks (ECCV 2020)

Sachin Malhotra

Sep 14

Intermediate, Computer Vision, Classification, Research, CNN, ResNet, Github, Plots, CIFAR-100, CIFAR10, ImageNet, RC

Tutorial: Convolutional Neural Networks

Sep 14

Articles, CNN, Intermediate, Tutorial, Domain Agnostic

Tutorial: Text Classification Using CNNs

Sep 14

Articles, CNN, Tutorial, NLP, Classification

How Well Can a CNN Detect Architectural Style?

Jun 02

Beginner, Computer Vision, Object Detection, Experiment, CNN, Panels, Plots, Kaggle

Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training (ECCV 2020)

May 06

Intermediate, Computer Vision, Object Detection, PyTorch, Research, CNN, Github, Panels, Plots, Slider, COCO, RC

ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

Apr 12

Intermediate, Computer Vision, Object Detection, Research, CNN, Github, Panels, RC

How to Handle Images of Different Sizes in a Convolutional Neural Network

Apr 08

Beginner, Computer Vision, Tutorial, CNN

Speaker Verification and GAN Face Detection

Apr 05

Intermediate, Audio, Computer Vision, GenAI, Speech Recognition, PyTorch Lightning, Research, CNN, ResNet, Panels, Parameter Importance, 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

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

Plot Precision Recall Curves With Weights & Biases

Stacey Svetlichnaya

Oct 10

Beginner, Computer Vision, Object Detection, Experiment, W&B Meta, CNN, Custom Charts, Panels, Plots, iNaturalist

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

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

Generate Meaningful Captions for Images With Attention Models

Rajesh Shreedhar Bhat, Souradip Chakraborty

Jul 23

Intermediate, Computer Vision, NLP, Text Generation, Keras, Research, CNN, Github, Panels, Plots, Classification

Implementing and Tracking the Performance of a CNN in PyTorch

Jul 07

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

DeepForm: Track Political Advertising With Deep Learning

Stacey Svetlichnaya

May 21

Intermediate, NLP, OCR, Experiment, CNN, Github, Plots

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