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You could download one of monocular scenes with checkpoints.

In NeuralHaircut folder do the following:

gdown 1CADXQfC2IgxmFLwcLrm4G3ilWpW1g_PA && unzip implicit-hair-data.zip && rm *.zip
Launch first stage:
python run_geometry_reconstruction.py --case person_0 --conf ./configs/example_config/neural_strands-monocular.yaml --exp_name first_stage_person_0

Results saved in folder ./exps_first_stage/first_stage_person_0/

Launch second stage:
python run_strands_optimization.py --case person_0 --scene_type monocular --conf ./configs/example_config/neural_strands-monocular.yaml  --hair_conf ./configs/example_config/hair_strands_textured.yaml --exp_name second_stage_person_0

Results saved in folder ./exps_second_stage/second_stage_person_0/

To see the training curves run:
tensorboard --logdir ./exps_{first|second}_stage/{first|second}_stage_person_0/