Learned Initializations for Optimizing Coordinate-Based Neural Representations

Implementation in 100 lines of code of the paper Learned Initializations for Optimizing Coordinate-Based Neural Representations.

Usage

Dataset: Download the car datasets, and put it inside the data folder.

$ pip3 install -r requirements.txt
$ python3 nerf_mv.py

Results

Single view reconstructions of ShapeNet objects.