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Retrain KASH nuc and actin models #43

Open ninanikitina opened 1 year ago

ninanikitina commented 1 year ago

MODEL ACTIN

SET: 32 img of 1 initial cell by Zeiss 63x - Alexa488, no Adipo 10 img of 1 cell by Leica 63 x - Alexa488, no Adipo

Weight correction = 200, pos_weight = torch.tensor(200).to(device=device)

INFO: Starting training: Epochs: 200 Batch size: 1 Learning rate: 0.001 Training size: 38 Validation size: 6 Checkpoints: True Device: cuda Images scaling: 1.0

LOG: Mar16_19-23-06_LAPTOP-ISSFJ09KLR_0.001_BS_1_SCALE_1.0

ninanikitina commented 1 year ago

MODEL NUCLEUS

SET: 31 img of 1 initial cell by Zeiss 63x - Alexa488 10 img of 1 cell by Leica 63 x - Alexa488

Weight correction = 200, pos_weight = torch.tensor(200).to(device=device)

INFO: Starting training: Epochs: 200 Batch size: 1 Learning rate: 0.001 Training size: 35 Validation size: 6 Checkpoints: True Device: cuda Images scaling: 1.0

LOG: