== Results ==
[[File:Feeding 2 30sec graphs.png|frame|(Top) Sum of absolute value of the latent space (Bottom) Filtered lower frequency]]
[[File:Feeding 5 30sec graphs.png|frame|(Top) Sum of absolute value of the latent space (Bottom) Filtered lower frequency]]
{| | [[File:feeding_2_30sec_TSNE_graphs.png|thumb|(Top) TSNE Embedding of the latent space to 2D after being clustered with EM (the different color is a different cluster) (Bottom) Assignment of state to each frame based on clustering of the latent space]] | [[File:Feeding 6 24sec 2 30sec graphs.png|framethumb|(Top) Sum of the absolute value of the latent space (Bottom) Filtered lower frequency, the red dots are detected peaks which should correspond to the detected breath phase]]|}
{|| [[File:Isolation 3 29sec Feeding 5 30sec graphs.png|thumb|(Top) TSNE Embedding of the latent space to 2D after being clustered with EM (the different color is a different cluster) (Bottom) Assignment of state to each framebased on clustering of the latent space]] | [[File:Feeding 5 30sec graphs.png|thumb|(Top) Sum of the absolute value of the latent space (Bottom) Filtered lower frequency, the red dots are detected peaks which should correspond to the detected breath phase]]|}
{|| [[File:Feeding 6 24sec graphs.png|thumb|(Top) TSNE Embedding of the latent space to 2D after being clustered with EM (the different color is a different cluster) (Bottom) Assignment of state to each frame based on clustering of the latent space]] | [[File:Feeding 6 24sec graphs.png|thumb|(Top) Sum of the absolute value of the latent space (Bottom) Filtered lower frequency, the red dots are detected peaks which should correspond to the detected breath phase]]|} {|| [[File:Isolation 3 29sec graphs.png|thumb|(Top) TSNE Embedding of the latent space to 2D after being clustered with EM (the different color is a different cluster) (Bottom) Assignment of state to each frame based on clustering of the latent space]] | [[File:Isolation 3 29sec graphs.png|thumb|(Top) Sum of the absolute value of the latent space (Bottom) Filtered lower frequency, the red dots are detected peaks which should correspond to the detected breath phase]]|} {|| [[File:Feeding 5 30sec graphs.png|thumb|(Top) TSNE Embedding of the latent space to 2D after being clustered with EM (the different color is a different cluster) (Bottom) Assignment of state to each framebased on clustering of the latent space]] | [[File:Feeding 5 30sec graphs.png|thumb|(Top) Sum of the absolute value of the latent space (Bottom) Filtered lower frequency, the red dots are detected peaks which should correspond to the detected breath phase]]|}