Update README.md
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README.md
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@@ -28,23 +28,6 @@ repo_id = "cis519projectA/ImageToGPSproject_convnext_mobilenet"
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filename = "convnext_mobilenet_ensemble_model.pth"
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model_path = hf_hub_download(repo_id=repo_id, filename=filename)
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# define models
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# import packages
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from geopy.distance import geodesic
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import numpy as np
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from huggingface_hub import hf_hub_download
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import torch
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from torch.utils.data import DataLoader, Dataset
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from datasets import load_dataset, Image
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from torchvision import transforms
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import torch.nn as nn
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from torchvision.models import mobilenet_v2, MobileNet_V2_Weights, convnext_tiny, ConvNeXt_Tiny_Weights
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# load the model
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repo_id = "cis519projectA/ImageToGPSproject_convnext_mobilenet"
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filename = "convnext_mobilenet_ensemble_model.pth"
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model_path = hf_hub_download(repo_id=repo_id, filename=filename)
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# define models
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class CustomConvNeXtModel(nn.Module):
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def __init__(self, weights=ConvNeXt_Tiny_Weights.DEFAULT, num_classes=2):
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filename = "convnext_mobilenet_ensemble_model.pth"
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model_path = hf_hub_download(repo_id=repo_id, filename=filename)
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# define models
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class CustomConvNeXtModel(nn.Module):
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def __init__(self, weights=ConvNeXt_Tiny_Weights.DEFAULT, num_classes=2):
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