Build AI Object Detection Web App using Streamlit & PyTorch📱| Python Tutorial
Hello, My name is Sunny Solanki and in this video tutorial, I explain how to build an AI object detection web app using the Python library "Streamlit". I build a simple app in the tutorial that lets the user upload an image and the app detects objects present in it. The app draws bounding boxes around each object and adds labels as well. For the object detection task, I have used a pre-trained object detection model named Faster R-CNN available from PyTorch. I end up creating a web app in less than 60 lines of code.
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CODE - https://github.com/sunny2309/streamli...
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Useful Tutorials:
PyTorch Object Detection Tutorial - https://coderzcolumn.com/tutorials/ar...
GluonCV Object Detection Tutorial - https://coderzcolumn.com/tutorials/ar...
Streamlit Basic Dashboard - • Basic Dashboard App using Python | Streaml...
Streamlit Dashboard with Tabs - • Streamlit Dashboard with Tabs 📊📈 | Sunny S...
PyTorch Object Detection Pre-trained Models - https://pytorch.org/vision/stable/mod...
COCO Dataset - https://cocodataset.org
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