Editing Projects:Fish heart and breath rate sensing (section)

== Results ==


{| 
| [[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 2 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]]
| [https://www.dropbox.com/s/lpe12dp3jatotbk/feeding_2_30sec_res.avi?dl=0 Video]
|}

{|
| [[File:Feeding 5 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 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]]
| [https://www.dropbox.com/s/6ax3kae29o5mjbu/feeding_5_30sec_res.avi?dl=0 Video]
|}

{|
| [[File:Feeding 6 24sec 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 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]]
| [https://www.dropbox.com/s/qevcqmsklavk1qv/feeding_6_24sec_res.avi?dl=0 Video]
|}

{|
| [[File:Isolation 3 29sec 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: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]]
| [https://www.dropbox.com/s/aapw1hea1ee78r1/isolation_3_29sec_res.avi?dl=0 Video]
|}