47 lines
1.7 KiB
Python
47 lines
1.7 KiB
Python
from django.db import models
|
|
|
|
class ProjectModel(models.Model):
|
|
id = models.AutoField(primary_key=True)
|
|
project_id = models.IntegerField()
|
|
project_name = models.CharField(max_length=100)
|
|
pre_trained_model = models.CharField(max_length=100)
|
|
task_type = models.CharField(max_length=100)
|
|
mAP = models.FloatField()
|
|
status = models.CharField(max_length=100)
|
|
model_size = models.CharField(max_length=100)
|
|
create_time = models.DateTimeField(auto_now_add=True)
|
|
|
|
|
|
class TrainingModel(models.Model):
|
|
id = models.AutoField(primary_key=True)
|
|
user = models.CharField(max_length=100)
|
|
project_name = models.CharField(max_length=100)
|
|
pre_model_name = models.CharField(max_length=100)
|
|
dataset_name = models.CharField(max_length=100)
|
|
task_type = models.CharField(max_length=132)
|
|
status = models.CharField(max_length=16)
|
|
epoch = models.IntegerField()
|
|
batch_size = models.IntegerField()
|
|
image_size = models.IntegerField()
|
|
create_time = models.DateTimeField(auto_now_add=True)
|
|
model_size = models.CharField(max_length=32)
|
|
|
|
class TrainingEpochModel(models.Model):
|
|
id = models.AutoField(primary_key=True)
|
|
training_model = models.ForeignKey(TrainingModel, on_delete=models.CASCADE)
|
|
epoch_number = models.IntegerField()
|
|
mAP50 = models.FloatField()
|
|
mAP95 = models.FloatField()
|
|
precision = models.FloatField()
|
|
recall = models.FloatField()
|
|
create_time = models.DateTimeField(auto_now_add=True)
|
|
|
|
class Meta:
|
|
ordering = ['training_model', 'epoch_number']
|
|
|
|
@classmethod
|
|
def get_latest_epoch(cls, training_id):
|
|
return cls.objects.filter(training_model__id=training_id).order_by('-epoch_number').first()
|
|
|
|
# Create your models here.
|