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python -m src.main +experiment=dtu checkpointing.load=checkpoints/re10k.ckpt mode=test dataset/view_sampler=evaluation dataset.view_sampler.index_path=assets/evaluation_index_dtu_nctx2.json dataset.view_sampler.num_context_views=2 test.compute_scores=true ...
In DTUMOS, users should be able to flexibly modify the type of mobility system, dataset, and operation algorithms and strategies. Further- more, the performance of the mobility system should be quantitatively assessed. The essential aspect of mobility digital twins is to maintain a lightweight ...
CryoSat-2 offers a unique dataset in the Arctic Ocean for testing SAR altimetry with nearly five years of high-resolution SAR altimetry. In the Arctic Ocean older conventional altimetry satellites (ERS- 1/ERS-2/Envisat) have only been able to provide sparse data for the past 20 years. Here...
These distances are transformed to values analogous to DDH using a generalized linear model (GLM) inferred from an empirical reference dataset comprising real DDH values and genome sequences. Compared to B. velezensis FZB42 (NC-009725.1), DDH value of 80.3%, difference in % G + C: 0.10. ...
class MVSDatasetDTU(Dataset): def __init__(self, root_dir, split, n_views=3, img_wh=None, downSample=1.0, max_len=-1, test_views_method='nearest', load_depth=False, eval_depth_5scans=False, random_crop=False, fixed_crop=False, crop_height=384, crop_width=512, train_select_all_...
This will initialize the selected model and start the training or evaluation process based on the configuration specified. Models Currently, the project includes the following models: I3D Model: Implemented in src/models/i3d.py, this model is designed for action recognition tasks. Model X: An ad...
The training and evaluation scripts operate on datasets stored as multi-resolution TFRecords. Each dataset is represented by a directory containing the same image data in several resolutions to enable efficient streaming. There is a separate *.tfrecords file for each resolution, and if the dataset...
This dataset is crawled from women's tops on Zalando. These images can be downloaded on Google Drive. The results of pose estimation and human parsing are also included. Note that number of the images/poses/segmentation maps are more than that reported in the paper, since the ones with bad...