CompVis — Computer Vision for Industrial Safety

2023

Course

Le Wagon Data Science Bootcamp (Batch 1181) capstone

  • Python
  • OpenCV
  • MTCNN
  • TensorFlow
  • FastAPI
  • Streamlit

Face detection and recognition on images and video for emergency monitoring in industrial safety contexts.

Repo

Collaborators: Kolapally Sai Kalyan, Daniel Osório, Merle Buchmann, Kranthi Maddishetty

Face detection and recognition on images and video for emergency monitoring in industrial safety contexts.

Purpose Detect and recognize faces in safety monitoring footage to support rapid emergency response.

Approach Built a transfer-learning pipeline for face detection/recognition and deployed it behind a FastAPI backend with a Streamlit interface for demos.

Constraints Focused on images and video workflows with a lightweight demo deployment.

Tech stack Python · OpenCV · MTCNN · TensorFlow · FastAPI · Streamlit