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Optimizing Models with Post-Training Quantization in Keras - Part I
Ishan DuttaJan 21Intermediate, Computer Vision, Keras, scikit-learn, Experiment, ResNet, Github, Plots, Kaggle
Interpret any PyTorch Model Using W&B Embedding Projector
Aman AroraJan 19Intermediate, Computer Vision, Classification, PyTorch, Experiment, W&B Meta, Embedding Projector, Plots, Tables, Exemplary
Collect and Label Images to Train a YOLOv5 Object Detection Model in PyTorch
Dave DaviesDec 16Beginner, Computer Vision, Object Detection, PyTorch, Experiment, Tutorial, Artifacts, Tables, Exemplary, YOLO
ResNet Strikes Back: A Training Procedure in TIMM
Aman AroraDec 14Intermediate, Computer Vision, Classification, PyTorch, TIMM, Experiment, Tutorial, ResNet, Tables
Choosing a Model for Detecting Surgical Instruments
Maria RodriguezDec 13Intermediate, Computer Vision, Object Detection, Experiment, R-CNN, VFNet, Github, Plots, Health Care, YOLO
An Introduction to VAE-GANs
Shambhavi MishraDec 08Intermediate, Computer Vision, GenAI, Experiment, VAE-GAN, Github, Panels, Plots
Information Extraction from Scanned Receipts: Fine-tuning LayoutLM on SROIE
Eric BunchDec 07Intermediate, Computer Vision, OCR, Experiment, LayoutLM, Panels, Tables, SROIE, NLP, Fine-tuning
Deep Learning on the M1 Pro with Apple Silicon
Thomas CapelleDec 02Intermediate, Hardware, Keras, Experiment, MobileNet v2, ResNet, Plots, Exemplary
Let's Talk ConvMixer Architecture. What it is? Why you should use it? And how you can use it?
Burhanuddin RangwalaNov 16Intermediate, Computer Vision, Classification, Keras, Experiment, ConvMixer, Plots
The Reality Behind Optimization of Imaginary Variables - II
Darshan DeshpandeOct 05Advanced, Domain Agnostic, Keras, Experiment, Guide, Panels, Plots, Slider, MNIST
Financial Sentiment Analysis on Stock Market Headlines With FinBERT & HuggingFace
Ivan GoncharovSep 30Intermediate, NLP, Sentiment Analysis, HuggingFace, Experiment, Tutorial, FinBERT, Tables, FiQA, Financial, Exemplary, Large Models, LLM
Decision Trees: A Guide with Examples
Saurav MaheshkarSep 16Beginner, Domain Agnostic, scikit-learn, Experiment, Tutorial, Plots, Iris, Exemplary
Named Entity Recognition with W&B and spaCy
Stacey SvetlichnayaSep 09Intermediate, NLP, NER, OCR, spaCy, Experiment, Tutorial, W&B Meta, Plots, Tables, DeepForm, Exemplary
Text Classification With AWS SageMaker, HuggingFace, and W&B
MorganAug 19Beginner, NLP, Language Understanding, HuggingFace, SageMaker, Experiment, Tutorial, Github, Artifacts, Panels, Plots, Sweeps, Tables, Financial
Omnimatte: How to Detect Objects and Their Effects
Scott CondronAug 18Intermediate, Computer Vision, GenAI, Image manipulation, Video, Experiment, Github, Panels, Plots, Tables, TMP, Exemplary
How To Fine-Tune Hugging Face Transformers on a Custom Dataset
Ayush ThakurAug 17Beginner, NLP, Language Generation, Language Understanding, HuggingFace, Experiment, Tutorial, DistilBERT, Plots, Chum here, Fine-tuning
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