Shikhar Dev Gupta

icon indicating a website link https://mindkosh.com icon indicating an email [email protected]

icon company Mindkosh AI icon location New Delhi, India icon location Advancing AI and Machine Learning with a Data Centric approach.

Results 4 comments of Shikhar Dev Gupta

Hi, GPU GTX 1070 8G memory is not enough?

Depends on the model you want to use. The PSPNet101 trained on Cityscapes requires about 9.6GB memory, while the smaller PSPNet50 trained on ADE20K requires only about 3 GB.

Multi GPU training hangs

Was this problem ever resolved? I am facing the same issue as @lorinczb

Nancy Corpus pre-trained

Hi guys!! Does anyone know if the sample_rate in hparams.py need to be changed to the sampling frequency of the sound files in the dataset? Like 16K for the Nancy...

using GAN to enhance the spectrograms

Did you explore this any further? I am inclined towards going this way as well..