Hello @kartik,
You'll have to delete the old image manually.
The absolute path to the image is stored in your_image_field.name. So you'd do something like:
os.remove(your_image_field.name)
But, as a convenience, you can use the associated FieldFile object, which gives easy access to the underlying file, as well as providing a few convenience methods
Hope it helps!!
Thank You!!