Emilien Garreau 813e941de5 Add the OverfitModel ...

Summary:
Introduces the OverfitModel for NeRF-style training with overfitting to one scene.
It is a specific case of GenericModel. It has been disentangle to ease usage.

## General modification

1. Modularize a minimum GenericModel to introduce OverfitModel
2. Introduce OverfitModel and ensure through unit testing that it behaves like GenericModel.

## Modularization

The following methods have been extracted from GenericModel to allow modularity with ManyViewModel:
- get_objective is now a call to weighted_sum_losses
- log_loss_weights
- prepare_inputs

The generic methods have been moved to an utils.py file.

Simplify the code to introduce OverfitModel.

Private methods like chunk_generator are now public and can now be used by ManyViewModel.

Reviewed By: shapovalov

Differential Revision: D43771992

fbshipit-source-id: 6102aeb21c7fdd56aa2ff9cd1dd23fd9fbf26315

2023-03-24 07:27:39 -07:00

..

data

test fixes

2023-01-17 06:11:56 -08:00

models

Add the OverfitModel

2023-03-24 07:27:39 -07:00

__init__.py

implicitron v0 (#1133)

2022-03-21 13:20:10 -07:00

common_resources.py

Co3Dv2 point cloud fix

2022-10-09 05:06:49 -07:00

test_batch_sampler.py

test fix

2023-01-27 03:56:53 -08:00

test_bbox.py

Changes for CO3Dv2 release [part1]

2022-07-09 17:16:24 -07:00

test_build.py

Add MeshRasterizerOpenGL

2022-07-22 15:52:50 -07:00

test_circle_fitting.py

Fix returning a proper rotation in levelling; supporting batches and default centroid

2022-09-29 11:56:14 -07:00

test_config_use.py

Move load_stats to TrainingLoop

2022-08-02 15:40:53 -07:00

test_config.py

make x_enabled compulsory

2022-11-24 09:38:02 -08:00

test_data_cow.py

provide cow dataset

2022-08-01 01:52:12 -07:00

test_data_json_index.py

Subsets in dataset iterators

2023-01-26 03:00:46 -08:00

test_data_llff.py

Mods and bugfixes for LLFF and Blender repros

2022-08-09 15:04:44 -07:00

test_data_source.py

SimpleDataLoaderMapProvider

2022-08-02 12:10:05 -07:00

test_dataset_visualize.py

Changes for CO3Dv2 release [part1]

2022-07-09 17:16:24 -07:00

test_eval_cameras.py

move targets

2022-05-25 06:16:03 -07:00

test_eval_demo.py

PathManagerFactory

2022-06-10 12:22:46 -07:00

test_evaluation.py

Rename psnr -> psnr_masked to avoid confusion

2022-08-15 09:11:52 -07:00

test_forward_pass.py

remove stray "generic_model_args" references

2022-08-18 07:18:55 -07:00

test_json_index_dataset_provider_v2.py

CO3Dv2 multi-category extension

2022-11-02 13:55:25 -07:00

test_model_visualize.py

Bugfixes in render_flyaround

2022-09-06 05:45:31 -07:00

test_pointcloud_utils.py

doc rgbd point cloud

2023-01-24 15:26:52 -08:00

test_ray_point_refiner.py

ImplicitronRayBundle

2022-10-03 08:36:47 -07:00

test_srn.py

ImplicitronRayBundle

2022-10-03 08:36:47 -07:00

test_types.py

Fix: typo in dict processing

2022-06-28 16:11:49 -07:00

test_viewsampling.py

ViewPooler class

2022-05-12 12:50:03 -07:00

test_voxel_grid_implicit_function.py

voxel_grid_implicit_function scaffold fixes

2022-11-03 05:46:31 -07:00

test_voxel_grids.py

different learning rate for different parts

2022-10-18 15:58:18 -07:00