kalyan0510 / RFI

PRIUS (Promotion of Research and Innovation for Undergraduate Students) research ; Detection and Mitigation of Radio Frequency Interference during pulsar observations

Original signal spectogram and mitigated signal spectogram

Submission: https://drive.google.com/file/d/1AxSFng_JMC7KRKC9sU7hEIzw9RUSbNne/view

Run

1. Synthesize train data

python synthesize.py img 48 48 1 1000

2. MAKE THE NN LEARN THE SIMULATED IMAGES

python mitigate.py --save-model 1 --weights output/lenet_weights_kal.hdf5 -p 48 -n 20

3. CREATE/SIMULATE LARGE RF INTERFERED SPECTROGRAMS

python synthesize.py img 480 480 1 10

4. MAKE THE NN TO ESTIMATE THE FILTERS USED FOR MITIGATION

python mitigate.py --load-model 1 --weights output/lenet_weights_kal.hdf5 -p 480

RESULTS WILL BE STORED IN ./img/R