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Time Series Classification on Weights & Biases With TSAI
Manan Goel, Thomas Capelle
Jun 13
Intermediate, Articles, Health Care, Plots, Tables, Tutorial
DALL·E Mini – Generate Images From Any Text Prompt
Boris Dayma, Pedro Cuenca
Jun 10
Articles, Experiment, DALL-E, GAN, Intermediate, Image Generation, Large Models, GenAI, Computer Vision
Object Detection with PaddleDetection and Weights & Biases
Manan Goel
Jun 06
Object Detection, COCO, YOLO, Computer Vision, Tutorial, Intermediate, Articles
Optical Character Recognition: Then and Now
Andrea Parker
Jun 03
Articles, OCR, Computer Vision, Tutorial, Intermediate
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
Search and Rescue: Augmentation and Preprocessing on Drone-Based Water Rescue Images With YOLOv5
Ian Kelk
May 27
Experiment, Tutorial, YOLO, Intermediate, Computer Vision, Object Detection
Train and Debug Your OCR Models With PaddleOCR and W&B
Manan Goel
May 26
Tutorial, Articles, Intermediate, Plots, OCR, Computer Vision
New Techniques for Generating Images With Text
Jonathan Whitaker
May 10
GenAI, GAN, Articles, Intermediate
Managing and Tracking ML Experiments With W&B
Atharva Ingle
May 06
Articles, Domain Agnostic, W&B Meta, Intermediate
Advanced Tensorboard Features: Tensorflow Debugger
Soumik Rakshit
Apr 29
Keras, Tutorial, Domain Agnostic, Intermediate
How Well Can You Kaggle with Just One Hour a Day?
Sairam Sundaresan
Apr 28
Articles, Intermediate, Kaggle, Computer Vision, Classification, Tutorial
Classification Loss Functions: Comparing SoftMax, Cross Entropy, and More
Thomas Capelle
Apr 27
Articles, Domain Agnostic, Intermediate, Experiment, PyTorch, Keras
Graph Neural Networks (GNNs) with Learnable Structural and Positional Representations
Saurav Maheshkar
Feb 24
Intermediate, Computer Vision, Molecule Generation, Research, GNN, Github, Plots
WebFormer: The Next Logical Step In Structure Information Extraction
Dave Davies
Feb 22
Intermediate, NLP, Language Understanding, Research, Chum here
How to Build a Robust Medical Model Using Weights & Biases
Aman Arora
Feb 17
Intermediate, Computer Vision, Classification, PyTorch, Experiment, W&B Meta, Github, Artifacts, Panels, Plots, Sweeps, Tables, Kaggle, Health Care, Exemplary
De Novo Molecule Generation with GCPNs using TorchDrug
Manan Goel
Feb 02
Intermediate, Computer Vision, Molecule Generation, Experiment, GCN, Panels, Plots, Tables
The Science of Debugging with W&B Reports
Sarah Jane
Jan 27
Intermediate, Domain Agnostic, Case Study, Plots, Reports, Slider
Optimizing Models with Quantization-Aware Training in Keras - Part II
Ishan Dutta
Jan 26
Intermediate, Computer Vision, Keras, scikit-learn, Experiment, ResNet, Github, Plots, Kaggle
Transfer Learning: Serial versus One-time Training
Maria Rodriguez
Jan 21
Intermediate, Computer Vision, Object Detection, Transfer Learning, PyTorch, fastai, Experiment, Github, Plots, COCO
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