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Update model.py

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  1. model.py +43 -0
model.py CHANGED
@@ -1,6 +1,49 @@
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  """
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  Implementation of YOLOv3 architecture
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  """
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  from pytorch_lightning import LightningModule
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  import torch
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  from loss import YoloLoss
 
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  """
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  Implementation of YOLOv3 architecture
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  """
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+ import os
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+ import pytorch_lightning as pl
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+ import pandas as pd
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+ import seaborn as sn
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+ import torch
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+ import torch.nn as nn
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+ import torch.nn.functional as F
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+ import torchvision
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+ from IPython.core.display import display
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+ #from pl_bolts.datamodules import CIFAR10DataModule
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+ #from pl_bolts.transforms.dataset_normalizations import cifar10_normalization
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+ from pytorch_lightning import LightningModule, Trainer, seed_everything
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+ from pytorch_lightning.callbacks import LearningRateMonitor, ModelCheckpoint
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+ from pytorch_lightning.callbacks.progress import TQDMProgressBar
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+ from pytorch_lightning.loggers import CSVLogger
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+ from torch.optim.lr_scheduler import OneCycleLR
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+ from torchmetrics.functional import accuracy
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+ import torch.cuda.amp as amp
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+ from torch.utils.data import DataLoader
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+ from loss import YoloLoss
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+ from pytorch_lightning import LightningModule, Trainer
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+ from torch.optim.lr_scheduler import OneCycleLR
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+ from torch_lr_finder import LRFinder
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+ import torch.nn as nn
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+ from dataset import YOLODataset
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+ import config
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+ import torch
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+ import torch.optim as optim
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+ import os
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+ from model import YOLOv3
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+ from tqdm import tqdm
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+ from utils import (
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+ mean_average_precision,
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+ cells_to_bboxes,
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+ get_evaluation_bboxes,
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+ save_checkpoint,
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+ load_checkpoint,
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+ check_class_accuracy,
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+ get_loaders,
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+ plot_couple_examples
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+ )
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+ from loss import YoloLoss
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+ import warnings
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  from pytorch_lightning import LightningModule
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  import torch
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  from loss import YoloLoss