January 26, 2021

Is there a standard systematic approach to determining the optimal Neural Network configuration for the specific data? [P]

Just wondering if there is a standard method or algorithm that can discern the optimal neural network configuration (i.e no of layers, size of layers and […]
January 27, 2021

[R] [D] how to reduce runtime during hyperparameter optimization?

Hi everyone, I have quite a large dataset and training my model once on the full training dataset takes about 12 hours. Allthough this is inconvenient, […]
January 27, 2021

[P] Tutorial on deploying Deep Learning models in the browser using Tensorflow.js, WebDNN, and ONNX.js (Includes code)

https://shreyansh26.github.io/post/2021-01-25_deep_learning_in_the_browser/ I wrote a tutorial on how one can use frameworks like Tensorflow.js, WebDNN, and ONNX.js to deploy their Deep Learning models directly in the browser, […]
January 28, 2021

[P] Use natural language queries to search 2 million freely-usable images from Unsplash using a free Google Colab notebook from Vladimir Haltakov. Uses OpenAI's CLIP neural network.

Google Colab notebook: Unsplash Image Search Using this notebook you can search for images from the Unsplash Dataset using natural language queries. The search is powered […]