CLIP: Creating Image Classifiers Without Data
A hands-on tutorial explaining how to generate a custom Zero-Shot image classifier without training, using a pre-trained CLIP model. Full...- 29021Murphy ≡ DeepGuide
Using OpenCLIP for Image Search and Automatic Captioning
How LAION used more data and new ML training techniques to improve image and text embeddings for various applications- 25834Murphy ≡ DeepGuide
Simple way of improving Zero-Shot CLIP performance
Part 1 - Customized Prompts via Language models (CuPL)- 21856Murphy ≡ DeepGuide
Improving CLIP performance in training-free manner with few-shot examples
Part 3 - a simple extension to zero-shot classification with Tip-Adapter.- 27312Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag