Blog: 2 Columns

Give free rein to creativity using AI to create images from text

What is so spectacular about that image, other than the fact that it’s an avocado-chair hybrid, is that it was not made by man, but by machine. That machine’s name is DALL-E. Type in anything that you wish to see and DALL-E will kindly generate dozens of variants of whatever your wildest imagination can dream up.

Aug 28, 2021

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Email Marketing AI Optimizaiton

Provide an easy to use tool for getting Click Through Open Rates (CTOR) for email marketing for brand retailers

Jul 20, 2021

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Mayssam Naji

Price Optimization Model

Jun 1, 2021

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Mayssam Naji

Testing the OpenAI CLIP Model for Food Type Recognition with Custom Data

In an effort to better understand recent advancements in computer vision, we use custom datasets to investigate three machine learning model architectures to compare their ability to learn and identify complex visual concepts. Specifically, using custom datasets of different food types, we test the performance of two models (zero-shot and linear probe) that leverage a neural network developed by OpenAI—using the Contrastive Language–Image Pre-training (CLIP) method—against a ResNet50 model. We find that the CLIP linear probe model delivers the most accurate results in each instance, by a notable margin, while the performance hierarchy of CLIP zero-shot and ResNet50 depend on the nature of the dataset and tuning.

May 3, 2021

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