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extract_feature.sh
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python /Users/tiffan/Desktop/CS468/project/foundation-model-schlieren/src/feature_extraction/process_features_for_encoders.py --input_path data/features/sim_frames_672_432/clip_features.npy --output_path data/features_16/sim_frames_672_432/clip_features_16.npy --reduced_dim 16 --plot_explained_variance
python /Users/tiffan/Desktop/CS468/project/foundation-model-schlieren/src/feature_extraction/process_features_for_encoders.py --input_path data/features/sim_frames_672_432/dino_features.npy --output_path data/features_16/sim_frames_672_432/dino_features_16.npy --reduced_dim 16 --plot_explained_variance
python /Users/tiffan/Desktop/CS468/project/foundation-model-schlieren/src/feature_extraction/process_features_for_encoders.py --input_path data/features/sim_frames_672_432/dust3r_224_features.npy --output_path data/features_16/sim_frames_672_432/dust3r_224_features_16.npy --reduced_dim 16 --plot_explained_variance
python /Users/tiffan/Desktop/CS468/project/foundation-model-schlieren/src/feature_extraction/process_features_for_encoders.py --input_path data/features/sim_frames_672_432/dust3r_512_features.npy --output_path data/features_16/sim_frames_672_432/dust3r_512_features_16.npy --reduced_dim 16 --plot_explained_variance
python /Users/tiffan/Desktop/CS468/project/foundation-model-schlieren/src/feature_extraction/process_features_for_encoders.py --input_path data/features/sim_frames_672_432/poseidon_features.npy --output_path data/features_16/sim_frames_672_432/poseidon_features_16.npy --reduced_dim 16 --plot_explained_variance