MISSION 001
AstroVision
An AI-powered web application for analyzing JWST astronomical images and identifying celestial objects.
STATUS: COMPLETED
TECH STACK
- Python
- TensorFlow
- Keras
- NumPy
- Pandas
- Matplotlib
- OpenCV
- Astropy
- h5py
- Flask
MISSION BRIEF
FITS observations retrieved from the MAST archive are cleaned, normalised and stored in HDF5 for fast batched access.
A convolutional neural network classifies celestial objects, and results are served through a lightweight Flask web interface.
PIPELINE
- 01MAST FITS
- 02Data Processing
- 03HDF5
- 04CNN
- 05Classification
- 06Web Interface
ACHIEVEMENTS
- — 1st Place — Internal Hackathon
- — Led a team of 7.