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Hey Guys! I Have A Question, I Was Playing Around With An Experiment And Trying Out The Features. I Have A Model Which Is Detecting Some False Positives, And I’D Like To Know How To Debug This In Clearml: How To Log All Epoch Images? How To See The Top-Lo

Hey guys! I have a question, I was playing around with an experiment and trying out the features. I have a model which is detecting some false positives, and I’d like to know how to debug this in ClearML: how to log all epoch images? how to see the top-loss images? I’m using YoloV8. Thanks!

  
  
Posted 9 months ago
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Answers 4


My code is as follows:

!pip3 install clearml --quiet
!clearml-init

from clearml import Task

# Connecting ClearML with the current process,
# from here on everything is logged automatically
task = Task.init(project_name='logo_detector', task_name='test', tags=['yolov8x'])
task.mark_started(True)

from clearml import Task, Logger
logger = Logger.current_logger()

!pip3 install ultralytics --quiet

iterations=200

from ultralytics import YOLO

# Load a model
model = YOLO('yolov8x.pt')  # load a pretrained model (recommended for training)

# Train the model
model.train(data='../my_data.yaml', epochs=iterations, imgsz=640)

task.close()
  
  
Posted 9 months ago

Are you saying it only records the last 3 epochs or is it the first three epochs ?
Can you see scalars logged from other epochs ?

  
  
Posted 9 months ago

Thanks Martin, I saw that post and I thought the same as you, but it’s only recording three epochs:
image

  
  
Posted 9 months ago

Hi @<1597399925723762688:profile|IrritableStork32>
I think that if you have clearml installed an configured on your machine it should just work:
None

  
  
Posted 9 months ago
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4 Answers
9 months ago
9 months ago
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