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cryolo_picking_unlabeled [2019/03/16 11:56]
twagner [Toxin]
cryolo_picking_unlabeled [2019/03/16 17:47]
twagner
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 I took our toxin dataset, which I've used to train crYOLO before. The training set comprises 14 images with 1586 particles (~113 particles per micrograph). An example is shown here: I took our toxin dataset, which I've used to train crYOLO before. The training set comprises 14 images with 1586 particles (~113 particles per micrograph). An example is shown here:
-[{{:full.png?300|Complete training set}}] +[{{:full.png?300|Training image with all particles labeled}}] 
  
 I then **removed randomly 80%** of the particles (above) and used it for training (default settings as in the tutorial). The training set now consists of only 314 particles: I then **removed randomly 80%** of the particles (above) and used it for training (default settings as in the tutorial). The training set now consists of only 314 particles:
-[{{:selection.png?300|Sparsely labeled training set}}]+[{{:selection.png?300|Sparsely labeled micrograph from the sparse training set}}]
    
  
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 Again, it still picks basically everything while avoiding contamination. Again, it still picks basically everything while avoiding contamination.
 +
 +===== TRPC4 =====
 +
 +The last example that I've choosen is TRPC4. The original training set comprises 32 images with 3038 particles (~94 particles / image):
 +
 +[{{:trpc_full.png?300|Example micrograph from the original training set.}}]
 +
 +Again, the same procedure as with toxin and ATP synthase.
 +
cryolo_picking_unlabeled.txt ยท Last modified: 2019/03/16 18:19 by twagner