Adam Lashley
I'm a Master's of Data Science student graduating in 2022.
Through my demonstrated history of developing end-to-end data solutions, I have developed a variety of transferrable skillsets in the areas of computer vision, deep learning, and natural language processing. I enjoy collaborating in teams and developing novel solutions to challenging problems.
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CLIP Video-Querying Webapp
August 2021
Project Description
HindsightAI is a web application that allows users to query their own video content for objects, actions, and situations that occur within it. In order to accomplish this task our application leverages the power of OpenAI’s cutting-edge CLIP image classification model.
The App
The application is composed of two main components, the graphic user interface (GUI) and the video processing pipeline. The GUI is powered by Streamlit - a python based web application development framework. The GUI allows users to upload, query, and interact with their video content. The video processing pipeline is powered by decord and handles the pre-processing of videos as well as their subsequent analysis.
Demonstration
For more details and the full source code check out my GitHub!