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Object Localization With Keras and Weights & Biases
Ayush ThakurOct 27Intermediate, Computer Vision, Object Detection, Keras, Experiment, Conv2D, Github, Panels, Plots, MNIST
Fine-Tuning ResNet-18 for Audio Classification
John HartquistOct 27Intermediate, Audio, Classification, fastai, Experiment, Research, ResNet, Github, Panels, Plots, Sweeps, Fine-tuning
Pretraining a 124-M Parameter GPT-2 Language Model
BilalOct 22Intermediate, NLP, HuggingFace, Keras, Experiment, BERT, Plots, Kaggle, Large Models, GPT
Metric Learning for Image Search With Weights & Biases
Ayush ThakurOct 07Intermediate, Computer Vision, Classification, Keras, Experiment, Conv2D, Panels, Plots, CIFAR10
Image Segmentation Using Keras and Weights & Biases
Ayush ThakurOct 06Intermediate, Computer Vision, Semantic Segmentation, Keras, Experiment, Tutorial, U-Net, Panels, Plots, Sweeps
Ray Tune: Distributed Hyperparameter Optimization at Scale
Ayush Chaurasia, Lavanya ShuklaSep 20Beginner, NLP, GenAI, Ray Tune, W&B Meta, DCGAN, Panels, Plots, Sweeps, MNIST, Image Generation
Distilling Knowledge in Neural Networks With Weights & Biases
Sayak PaulSep 18Intermediate, Computer Vision, Classification, Keras, Tutorial, Panels, Plots, MNIST
Tips for Kagglers From A Solo Silver Medal Winner
Aman DalmiaAug 31Intermediate, Computer Vision, Classification, PyTorch, Tutorial, Panels, Plots, Sweeps, Kaggle, Health Care
Part 2 – Comparing Message-Passing-Based GNN Architectures
Yash KotadiaAug 28Intermediate, Domain Agnostic, Classification, PyTorch, Experiment, Tutorial, GNN, Sweeps
An Introduction to Adversarial Examples in Deep Learning
Sayak PaulAug 23Intermediate, Computer Vision, Domain Agnostic, PyTorch, Tutorial, GAN, Github, Panels, Plots
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