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# vogue-fashion-collection-15-nobg
## Model description
This model classifies an image into a fashion collection. It is trained on the [tonyassi/vogue-runway-top15-512px-nobg](https://huggingface.co/datasets/tonyassi/vogue-runway-top15-512px-nobg) dataset and fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k).

Because the model trained on a dataset with white background it is suggested to only give the model an image with a white background. Removing the background allows the model to focus on the clothes and disregard the background.

## Dataset description
[tonyassi/vogue-runway-top15-512px-nobg](https://huggingface.co/datasets/tonyassi/vogue-runway-top15-512px-nobg)
- 15 fashion houses
- 1679 collections
- 87,547 images
- No background

### How to use
```python
from transformers import pipeline

# Initialize image classification pipeline
pipe = pipeline("image-classification", model="tonyassi/vogue-fashion-collection-15-nobg")

# Perform classification
result = pipe('image.png')

# Print results
print(result)
```

## Training and evaluation data
It achieves the following results on the evaluation set:
- Loss: 0.5880
- Accuracy: 0.8403

### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10

### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0

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balenciaga,fall 2006 ready to wear balenciaga,fall 2007 menswear alexander mcqueen,fall 2009 ready to wear balenciaga,fall 2007 ready to wear balenciaga,fall 2008 ready to wear balenciaga,fall 2009 ready to wear balenciaga,fall 2010 ready to wear balenciaga,fall 2011 menswear balenciaga,fall 2011 ready to wear balenciaga,fall 2012 menswear balenciaga,fall 2012 ready to wear balenciaga,fall 2013 menswear balenciaga,fall 2013 ready to wear alexander mcqueen,fall 2010 menswear balenciaga,fall 2014 menswear balenciaga,fall 2014 ready to wear balenciaga,fall 2015 menswear balenciaga,fall 2015 ready to wear balenciaga,fall 2016 ready to wear balenciaga,fall 2017 menswear balenciaga,fall 2017 ready to wear balenciaga,fall 2018 ready to wear balenciaga,fall 2019 menswear balenciaga,fall 2019 ready to wear alexander mcqueen,fall 2010 ready to wear balenciaga,fall 2020 menswear balenciaga,fall 2020 ready to wear balenciaga,fall 2021 couture balenciaga,fall 2021 menswear balenciaga,fall 2021 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balenciaga,resort 2020 balenciaga,resort 2021 alexander mcqueen,fall 2012 ready to wear balenciaga,resort 2022 balenciaga,resort 2023 balenciaga,resort 2024 balenciaga,spring 1998 ready to wear balenciaga,spring 2000 ready to wear balenciaga,spring 2001 ready to wear balenciaga,spring 2002 ready to wear balenciaga,spring 2003 ready to wear balenciaga,spring 2004 ready to wear balenciaga,spring 2005 ready to wear alexander mcqueen,fall 2013 menswear balenciaga,spring 2006 ready to wear balenciaga,spring 2007 menswear balenciaga,spring 2007 ready to wear balenciaga,spring 2008 menswear balenciaga,spring 2008 ready to wear balenciaga,spring 2009 ready to wear balenciaga,spring 2010 ready to wear balenciaga,spring 2011 menswear balenciaga,spring 2011 ready to wear balenciaga,spring 2012 menswear alexander mcqueen,fall 2013 ready to wear balenciaga,spring 2012 ready to wear balenciaga,spring 2013 menswear balenciaga,spring 2013 ready to wear balenciaga,spring 2014 menswear balenciaga,spring 2014 ready to wear balenciaga,spring 2015 menswear balenciaga,spring 2015 ready to wear balenciaga,spring 2016 menswear balenciaga,spring 2016 ready to wear balenciaga,spring 2017 menswear alexander mcqueen,fall 2014 menswear balenciaga,spring 2017 ready to wear balenciaga,spring 2018 menswear balenciaga,spring 2018 ready to wear balenciaga,spring 2019 ready to wear balenciaga,spring 2020 menswear balenciaga,spring 2020 ready to wear balenciaga,spring 2021 menswear balenciaga,spring 2021 ready to wear balenciaga,spring 2022 ready to wear balenciaga,spring 2023 ready to wear alexander mcqueen,fall 2014 ready to wear balenciaga,spring 2024 ready to wear calvin klein collection,fall 1995 ready to wear calvin klein collection,fall 1996 ready to wear calvin klein collection,fall 1997 ready to wear calvin klein collection,fall 1998 ready to wear calvin klein collection,fall 1999 ready to wear calvin klein collection,fall 2000 ready to wear calvin klein collection,fall 2001 ready to wear calvin klein collection,fall 2002 ready to wear calvin klein collection,fall 2003 ready to wear alexander mcqueen,fall 2015 menswear calvin klein collection,fall 2004 ready to wear calvin klein collection,fall 2005 menswear calvin klein collection,fall 2005 ready to wear calvin klein collection,fall 2006 menswear calvin klein collection,fall 2006 ready to wear calvin klein collection,fall 2007 menswear calvin klein collection,fall 2007 ready to wear calvin klein collection,fall 2008 menswear calvin klein collection,fall 2008 ready to wear calvin klein collection,fall 2009 ready to wear alexander mcqueen,fall 2015 ready to wear calvin klein collection,fall 2010 menswear calvin klein collection,fall 2010 ready to wear calvin klein collection,fall 2011 menswear calvin klein collection,fall 2011 ready to wear calvin klein collection,fall 2012 menswear calvin klein collection,fall 2012 ready to wear calvin klein collection,fall 2013 menswear calvin klein collection,fall 2013 ready to wear calvin klein collection,fall 2014 menswear calvin klein collection,fall 2014 ready to wear alexander mcqueen,fall 1999 ready to wear alexander mcqueen,fall 2016 menswear calvin klein collection,fall 2015 menswear calvin klein collection,fall 2015 ready to wear calvin klein collection,fall 2016 menswear calvin klein collection,fall 2016 ready to wear calvin klein collection,pre fall 2008 calvin klein collection,pre fall 2009 calvin klein collection,pre fall 2010 calvin klein collection,pre fall 2011 calvin klein collection,pre fall 2012 calvin klein collection,pre fall 2013 alexander mcqueen,fall 2016 ready to wear calvin klein collection,pre fall 2014 calvin klein collection,pre fall 2015 calvin klein collection,pre fall 2016 calvin klein collection,resort 2008 calvin klein collection,resort 2009 calvin klein collection,resort 2010 calvin klein collection,resort 2011 calvin klein collection,resort 2012 calvin klein collection,resort 2013 calvin klein collection,resort 2014 alexander mcqueen,fall 2017 menswear calvin klein collection,resort 2015 calvin klein collection,resort 2016 calvin klein collection,resort 2017 calvin klein collection,spring 1994 ready to wear calvin klein collection,spring 1995 ready to wear calvin klein collection,spring 1996 ready to wear calvin klein collection,spring 1997 ready to wear calvin klein collection,spring 1998 ready to wear calvin klein collection,spring 1999 ready to wear calvin klein collection,spring 2000 ready to wear alexander mcqueen,fall 2017 ready to wear calvin klein collection,spring 2001 ready to wear calvin klein collection,spring 2002 ready to wear calvin klein collection,spring 2003 ready to wear calvin klein collection,spring 2004 ready to wear calvin klein collection,spring 2005 menswear calvin klein collection,spring 2005 ready to wear calvin klein collection,spring 2006 menswear calvin klein collection,spring 2006 ready to wear calvin klein collection,spring 2007 menswear calvin klein collection,spring 2007 ready to wear alexander mcqueen,fall 2018 menswear calvin klein collection,spring 2008 menswear calvin klein collection,spring 2008 ready to wear calvin klein collection,spring 2009 menswear calvin klein collection,spring 2009 ready to wear calvin klein collection,spring 2010 menswear calvin klein collection,spring 2010 ready to wear calvin klein collection,spring 2011 menswear calvin klein collection,spring 2011 ready to wear calvin klein collection,spring 2012 menswear calvin klein collection,spring 2012 ready to wear alexander mcqueen,fall 2018 ready to wear calvin klein collection,spring 2013 menswear calvin klein collection,spring 2013 ready to wear calvin klein collection,spring 2014 menswear calvin klein collection,spring 2014 ready to wear calvin klein collection,spring 2015 menswear calvin klein collection,spring 2015 ready to wear calvin klein collection,spring 2016 menswear calvin klein collection,spring 2016 ready to wear calvin klein collection,spring 2017 menswear calvin klein,fall 2017 menswear alexander mcqueen,fall 2019 menswear calvin klein,fall 2017 ready to wear calvin klein,fall 2018 menswear calvin klein,fall 2018 ready to wear calvin klein,pre fall 2019 calvin klein,resort 2019 calvin klein,spring 2018 menswear calvin klein,spring 2018 ready to wear calvin klein,spring 2019 menswear calvin klein,spring 2019 ready to wear chanel,fall 1991 ready to wear alexander mcqueen,fall 2019 ready to wear chanel,fall 1994 ready to wear chanel,fall 1995 couture chanel,fall 1996 couture chanel,fall 1997 couture chanel,fall 1999 couture chanel,fall 2000 couture chanel,fall 2000 ready to wear chanel,fall 2002 couture chanel,fall 2003 ready to wear chanel,fall 2004 couture alexander mcqueen,fall 2020 menswear chanel,fall 2004 ready to wear chanel,fall 2005 couture chanel,fall 2005 ready to wear chanel,fall 2006 couture chanel,fall 2006 ready to wear chanel,fall 2007 couture chanel,fall 2007 ready to wear chanel,fall 2008 couture chanel,fall 2008 ready to wear chanel,fall 2009 couture alexander mcqueen,fall 2020 ready to wear chanel,fall 2009 ready to wear chanel,fall 2010 couture chanel,fall 2010 ready to wear chanel,fall 2011 couture chanel,fall 2011 ready to wear chanel,fall 2012 couture chanel,fall 2012 ready to wear chanel,fall 2013 couture chanel,fall 2013 ready to wear chanel,fall 2014 couture alexander mcqueen,fall 2000 ready to wear alexander mcqueen,fall 2021 menswear chanel,fall 2014 ready to wear chanel,fall 2015 couture chanel,fall 2015 ready to wear chanel,fall 2016 couture chanel,fall 2016 ready to wear chanel,fall 2017 couture chanel,fall 2017 ready to wear chanel,fall 2018 couture chanel,fall 2018 ready to wear chanel,fall 2019 couture alexander mcqueen,fall 2021 ready to wear chanel,fall 2019 ready to wear chanel,fall 2020 couture chanel,fall 2020 ready to wear chanel,fall 2021 couture chanel,fall 2021 ready to wear chanel,fall 2022 couture chanel,fall 2022 ready to wear chanel,fall 2023 couture chanel,fall 2023 ready to wear chanel,pre fall 2008 alexander mcqueen,fall 2022 menswear chanel,pre fall 2009 chanel,pre fall 2010 chanel,pre fall 2011 chanel,pre fall 2012 chanel,pre fall 2013 chanel,pre fall 2014 chanel,pre fall 2015 chanel,pre fall 2016 chanel,pre fall 2017 chanel,pre fall 2018 alexander mcqueen,fall 2022 ready to wear chanel,pre fall 2019 chanel,pre fall 2020 chanel,pre fall 2021 chanel,pre fall 2022 chanel,pre fall 2023 chanel,pre fall 2024 chanel,resort 2007 chanel,resort 2008 chanel,resort 2009 chanel,resort 2010 alexander mcqueen,fall 2023 menswear chanel,resort 2011 chanel,resort 2012 chanel,resort 2013 chanel,resort 2014 chanel,resort 2015 chanel,resort 2016 chanel,resort 2017 chanel,resort 2018 chanel,resort 2019 chanel,resort 2020 alexander mcqueen,fall 2023 ready to wear chanel,resort 2021 chanel,resort 2022 chanel,resort 2023 chanel,resort 2024 chanel,spring 1992 ready to wear chanel,spring 1993 couture chanel,spring 1993 ready to wear chanel,spring 1994 ready to wear chanel,spring 1995 ready to wear chanel,spring 1996 ready to wear alexander mcqueen,pre fall 2009 chanel,spring 1997 couture chanel,spring 1999 couture chanel,spring 2001 couture chanel,spring 2002 couture chanel,spring 2002 ready to wear chanel,spring 2003 couture chanel,spring 2004 couture chanel,spring 2004 ready to wear chanel,spring 2005 couture chanel,spring 2005 ready to wear alexander mcqueen,pre fall 2011 chanel,spring 2006 couture chanel,spring 2006 ready to wear chanel,spring 2007 couture chanel,spring 2007 ready to wear chanel,spring 2008 couture chanel,spring 2008 ready to wear chanel,spring 2009 couture chanel,spring 2009 ready to wear chanel,spring 2010 couture chanel,spring 2010 ready to wear alexander mcqueen,pre fall 2012 chanel,spring 2011 couture chanel,spring 2011 ready to wear chanel,spring 2012 couture chanel,spring 2012 ready to wear chanel,spring 2013 couture chanel,spring 2013 ready to wear chanel,spring 2014 couture chanel,spring 2014 ready to wear chanel,spring 2015 couture chanel,spring 2015 ready to wear alexander mcqueen,pre fall 2013 chanel,spring 2016 couture chanel,spring 2016 ready to wear chanel,spring 2017 couture chanel,spring 2017 ready to wear chanel,spring 2018 couture chanel,spring 2018 ready to wear chanel,spring 2019 couture chanel,spring 2019 ready to wear chanel,spring 2020 couture chanel,spring 2020 ready to wear alexander mcqueen,fall 2001 ready to wear alexander mcqueen,pre fall 2014 chanel,spring 2021 couture chanel,spring 2021 ready to wear chanel,spring 2022 couture chanel,spring 2022 ready to wear chanel,spring 2023 couture chanel,spring 2023 ready to wear chanel,spring 2024 ready to wear christian dior,fall 1999 couture christian dior,fall 2000 couture christian dior,fall 2000 ready to wear alexander mcqueen,pre fall 2015 christian dior,fall 2001 couture christian dior,fall 2001 ready to wear christian dior,fall 2002 couture christian dior,fall 2002 ready to wear christian dior,fall 2003 couture christian dior,fall 2003 ready to wear christian dior,fall 2004 couture christian dior,fall 2004 ready to wear christian dior,fall 2005 couture christian dior,fall 2005 ready to wear alexander mcqueen,pre fall 2016 christian dior,fall 2006 couture christian dior,fall 2006 ready to wear christian dior,fall 2007 couture christian dior,fall 2007 ready to wear christian dior,fall 2008 couture christian dior,fall 2008 ready to wear christian dior,fall 2009 couture christian dior,fall 2009 ready to wear christian dior,fall 2010 couture christian dior,fall 2010 menswear alexander mcqueen,pre fall 2017 christian dior,fall 2010 ready to wear christian dior,fall 2011 couture christian dior,fall 2011 ready to wear christian dior,fall 2012 couture christian dior,fall 2012 ready to wear christian dior,fall 2013 couture christian dior,fall 2013 ready to wear christian dior,fall 2014 couture christian dior,fall 2014 ready to wear christian dior,fall 2015 couture alexander mcqueen,pre fall 2018 christian dior,fall 2015 ready to wear christian dior,fall 2016 couture christian dior,fall 2016 ready to wear christian dior,fall 2017 couture christian dior,fall 2017 ready to wear christian dior,fall 2018 couture christian dior,fall 2018 ready to wear christian dior,fall 2019 couture christian dior,fall 2019 ready to wear christian dior,fall 2020 couture alexander mcqueen,pre fall 2019 christian dior,fall 2021 couture christian dior,fall 2021 ready to wear christian dior,fall 2022 couture christian dior,fall 2022 ready to wear christian dior,fall 2023 couture christian dior,fall 2023 ready to wear christian dior,pre fall 2009 christian dior,pre fall 2010 christian dior,pre fall 2011 christian dior,pre fall 2012 alexander mcqueen,pre fall 2020 christian dior,pre fall 2013 christian dior,pre fall 2014 christian dior,pre fall 2015 christian dior,pre fall 2016 christian dior,pre fall 2017 christian dior,pre fall 2018 christian dior,pre fall 2019 christian dior,pre fall 2020 christian dior,pre fall 2021 christian dior,pre fall 2022 alexander mcqueen,pre fall 2021 christian dior,pre fall 2023 christian dior,resort 2007 christian dior,resort 2008 christian dior,resort 2009 christian dior,resort 2010 christian dior,resort 2011 christian dior,resort 2012 christian dior,resort 2013 christian dior,resort 2014 christian dior,resort 2015 alexander mcqueen,pre fall 2021 menswear christian dior,resort 2016 christian dior,resort 2017 christian dior,resort 2018 christian dior,resort 2019 christian dior,resort 2020 christian dior,resort 2021 christian dior,resort 2022 christian dior,resort 2023 christian dior,resort 2024 christian dior,spring 1999 couture alexander mcqueen,pre fall 2022 christian dior,spring 2000 ready to wear christian dior,spring 2001 couture christian dior,spring 2001 ready to wear christian dior,spring 2002 couture christian dior,spring 2002 ready to wear christian dior,spring 2003 couture christian dior,spring 2003 ready to wear christian dior,spring 2004 couture christian dior,spring 2004 ready to wear christian dior,spring 2005 couture alexander mcqueen,fall 2002 ready to wear alexander mcqueen,pre fall 2023 christian dior,spring 2005 ready to wear christian dior,spring 2006 couture christian dior,spring 2006 ready to wear christian dior,spring 2007 couture christian dior,spring 2007 ready to wear christian dior,spring 2008 couture christian dior,spring 2008 ready to wear christian dior,spring 2009 couture christian dior,spring 2009 ready to wear christian dior,spring 2010 couture alexander mcqueen,resort 2009 christian dior,spring 2010 menswear christian dior,spring 2010 ready to wear christian dior,spring 2011 couture christian dior,spring 2011 ready to wear christian dior,spring 2012 couture christian dior,spring 2012 ready to wear christian dior,spring 2013 couture christian dior,spring 2013 ready to wear christian dior,spring 2014 couture christian dior,spring 2014 ready to wear alexander mcqueen,resort 2010 christian dior,spring 2015 couture christian dior,spring 2015 ready to wear christian dior,spring 2016 couture christian dior,spring 2016 ready to wear christian dior,spring 2017 couture christian dior,spring 2017 ready to wear christian dior,spring 2018 couture christian dior,spring 2018 ready to wear christian dior,spring 2019 couture christian dior,spring 2019 ready to wear alexander mcqueen,resort 2011 christian dior,spring 2020 couture christian dior,spring 2020 ready to wear christian dior,spring 2021 couture christian dior,spring 2021 ready to wear christian dior,spring 2022 couture christian dior,spring 2022 ready to wear christian dior,spring 2023 couture christian dior,spring 2023 ready to wear christian dior,spring 2024 ready to wear fendi,fall 1999 ready to wear alexander mcqueen,resort 2012 fendi,fall 2000 ready to wear fendi,fall 2001 ready to wear fendi,fall 2002 ready to wear fendi,fall 2003 ready to wear fendi,fall 2004 ready to wear fendi,fall 2005 ready to wear fendi,fall 2006 ready to wear fendi,fall 2007 menswear fendi,fall 2007 ready to wear fendi,fall 2008 menswear alexander mcqueen,resort 2013 fendi,fall 2008 ready to wear fendi,fall 2009 ready to wear fendi,fall 2010 ready to wear fendi,fall 2011 ready to wear fendi,fall 2012 menswear fendi,fall 2012 ready to wear fendi,fall 2013 menswear fendi,fall 2013 ready to wear fendi,fall 2014 menswear fendi,fall 2014 ready to wear alexander mcqueen,resort 2014 fendi,fall 2015 couture fendi,fall 2015 menswear fendi,fall 2015 ready to wear fendi,fall 2016 couture fendi,fall 2016 menswear fendi,fall 2016 ready to wear fendi,fall 2017 couture fendi,fall 2017 menswear fendi,fall 2017 ready to wear fendi,fall 2018 couture alexander mcqueen,resort 2015 fendi,fall 2018 menswear fendi,fall 2018 ready to wear fendi,fall 2019 couture fendi,fall 2019 menswear fendi,fall 2019 ready to wear fendi,fall 2020 menswear fendi,fall 2020 ready to wear fendi,fall 2021 couture fendi,fall 2021 menswear fendi,fall 2021 ready to wear alexander mcqueen,resort 2016 fendi,fall 2022 couture fendi,fall 2022 menswear fendi,fall 2022 ready to wear fendi,fall 2023 couture fendi,fall 2023 menswear fendi,fall 2023 ready to wear fendi,pre fall 2011 fendi,pre fall 2012 fendi,pre fall 2013 fendi,pre fall 2014 alexander mcqueen,resort 2017 fendi,pre fall 2015 fendi,pre fall 2016 fendi,pre fall 2017 fendi,pre fall 2018 fendi,pre fall 2019 fendi,pre fall 2020 fendi,pre fall 2022 fendi,resort 2008 fendi,resort 2009 fendi,resort 2012 alexander mcqueen,fall 2003 ready to wear alexander mcqueen,resort 2018 fendi,resort 2013 fendi,resort 2014 fendi,resort 2015 fendi,resort 2016 fendi,resort 2017 fendi,resort 2018 fendi,resort 2019 fendi,resort 2020 fendi,resort 2022 fendi,resort 2023 alexander mcqueen,resort 2019 fendi,resort 2024 fendi,spring 1999 ready to wear fendi,spring 2000 ready to wear fendi,spring 2001 ready to wear fendi,spring 2002 ready to wear fendi,spring 2003 ready to wear fendi,spring 2004 ready to wear fendi,spring 2005 ready to wear fendi,spring 2006 ready to wear fendi,spring 2007 ready to wear alexander mcqueen,resort 2020 fendi,spring 2008 menswear fendi,spring 2008 ready to wear fendi,spring 2009 menswear fendi,spring 2009 ready to wear fendi,spring 2010 ready to wear fendi,spring 2011 ready to wear fendi,spring 2012 ready to wear fendi,spring 2013 menswear fendi,spring 2013 ready to wear fendi,spring 2014 menswear alexander mcqueen,resort 2021 fendi,spring 2014 ready to wear fendi,spring 2015 menswear fendi,spring 2015 ready to wear fendi,spring 2016 menswear fendi,spring 2016 ready to wear fendi,spring 2017 menswear fendi,spring 2017 ready to wear fendi,spring 2018 menswear fendi,spring 2018 ready to wear fendi,spring 2019 menswear alexander mcqueen,resort 2022 fendi,spring 2019 ready to wear fendi,spring 2020 menswear fendi,spring 2020 ready to wear fendi,spring 2021 couture fendi,spring 2021 menswear fendi,spring 2021 ready to wear fendi,spring 2022 couture fendi,spring 2022 menswear fendi,spring 2022 ready to wear fendi,spring 2023 couture alexander mcqueen,resort 2023 fendi,spring 2023 menswear fendi,spring 2023 ready to wear fendi,spring 2024 menswear fendi,spring 2024 ready to wear gucci,fall 1995 ready to wear gucci,fall 1996 ready to wear gucci,fall 2000 ready to wear gucci,fall 2001 ready to wear gucci,fall 2002 ready to wear gucci,fall 2003 ready to wear alexander mcqueen,spring 1995 ready to wear gucci,fall 2004 ready to wear gucci,fall 2005 menswear gucci,fall 2005 ready to wear gucci,fall 2006 menswear gucci,fall 2006 ready to wear gucci,fall 2007 menswear gucci,fall 2007 ready to wear gucci,fall 2008 menswear gucci,fall 2008 ready to wear gucci,fall 2009 ready to wear alexander mcqueen,spring 1996 ready to wear gucci,fall 2010 menswear gucci,fall 2010 ready to wear gucci,fall 2011 menswear gucci,fall 2011 ready to wear gucci,fall 2012 menswear gucci,fall 2012 ready to wear gucci,fall 2013 menswear gucci,fall 2013 ready to wear gucci,fall 2014 menswear gucci,fall 2014 ready to wear alexander mcqueen,spring 1997 ready to wear gucci,fall 2015 menswear gucci,fall 2015 ready to wear gucci,fall 2016 menswear gucci,fall 2016 ready to wear gucci,fall 2017 menswear gucci,fall 2017 ready to wear gucci,fall 2018 menswear gucci,fall 2018 ready to wear gucci,fall 2019 menswear gucci,fall 2019 ready to wear alexander mcqueen,spring 1998 ready to wear gucci,fall 2020 menswear gucci,fall 2020 ready to wear gucci,fall 2022 ready to wear gucci,fall 2023 menswear gucci,fall 2023 ready to wear gucci,pre fall 2011 gucci,pre fall 2012 gucci,pre fall 2013 gucci,pre fall 2014 gucci,pre fall 2015 alexander mcqueen,fall 2004 ready to wear alexander mcqueen,spring 1999 ready to wear gucci,pre fall 2016 gucci,pre fall 2017 gucci,pre fall 2018 gucci,pre fall 2019 gucci,pre fall 2020 gucci,pre fall 2020 menswear gucci,pre fall 2021 gucci,pre fall 2021 menswear gucci,pre fall 2022 gucci,resort 2007 alexander mcqueen,spring 2000 ready to wear gucci,resort 2008 gucci,resort 2009 gucci,resort 2010 gucci,resort 2011 gucci,resort 2012 gucci,resort 2013 gucci,resort 2014 gucci,resort 2015 gucci,resort 2016 gucci,resort 2017 alexander mcqueen,spring 2001 ready to wear gucci,resort 2018 gucci,resort 2019 gucci,resort 2020 gucci,resort 2021 gucci,resort 2023 gucci,resort 2024 gucci,spring 1999 ready to wear gucci,spring 2000 ready to wear gucci,spring 2001 ready to wear gucci,spring 2002 ready to wear alexander mcqueen,spring 2002 ready to wear gucci,spring 2003 ready to wear gucci,spring 2004 ready to wear gucci,spring 2005 menswear gucci,spring 2005 ready to wear gucci,spring 2006 menswear gucci,spring 2006 ready to wear gucci,spring 2007 menswear gucci,spring 2007 ready to wear gucci,spring 2008 menswear gucci,spring 2008 ready to wear alexander mcqueen,spring 2003 ready to wear gucci,spring 2009 menswear gucci,spring 2009 ready to wear gucci,spring 2010 menswear gucci,spring 2010 ready to wear gucci,spring 2011 menswear gucci,spring 2011 ready to wear gucci,spring 2012 menswear gucci,spring 2012 ready to wear gucci,spring 2013 menswear gucci,spring 2013 ready to wear alexander mcqueen,spring 2004 ready to wear gucci,spring 2014 menswear gucci,spring 2014 ready to wear gucci,spring 2015 menswear gucci,spring 2015 ready to wear gucci,spring 2016 menswear gucci,spring 2016 ready to wear gucci,spring 2017 menswear gucci,spring 2017 ready to wear gucci,spring 2018 menswear gucci,spring 2018 ready to wear alexander mcqueen,spring 2005 menswear gucci,spring 2019 ready to wear gucci,spring 2020 menswear gucci,spring 2020 ready to wear gucci,spring 2021 menswear gucci,spring 2021 ready to wear gucci,spring 2022 ready to wear gucci,spring 2023 ready to wear gucci,spring 2024 menswear gucci,spring 2024 ready to wear hermes,fall 1999 ready to wear alexander mcqueen,spring 2005 ready to wear hermes,fall 2000 ready to wear hermes,fall 2001 ready to wear hermes,fall 2004 ready to wear hermes,fall 2005 menswear hermes,fall 2005 ready to wear hermes,fall 2006 menswear hermes,fall 2006 ready to wear hermes,fall 2007 menswear hermes,fall 2007 ready to wear hermes,fall 2008 menswear alexander mcqueen,spring 2006 menswear hermes,fall 2008 ready to wear hermes,fall 2009 ready to wear hermes,fall 2010 menswear hermes,fall 2010 ready to wear hermes,fall 2011 menswear hermes,fall 2011 ready to wear hermes,fall 2012 menswear hermes,fall 2012 ready to wear hermes,fall 2013 menswear hermes,fall 2013 ready to wear alexander mcqueen,spring 2006 ready to wear hermes,fall 2014 menswear hermes,fall 2014 ready to wear hermes,fall 2015 menswear hermes,fall 2015 ready to wear hermes,fall 2016 menswear hermes,fall 2016 ready to wear hermes,fall 2017 menswear hermes,fall 2017 ready to wear hermes,fall 2018 menswear hermes,fall 2018 ready to wear alexander mcqueen,fall 2005 menswear alexander mcqueen,spring 2007 menswear hermes,fall 2019 menswear hermes,fall 2019 ready to wear hermes,fall 2020 menswear hermes,fall 2020 ready to wear hermes,fall 2021 menswear hermes,fall 2021 ready to wear hermes,fall 2022 menswear hermes,fall 2022 ready to wear hermes,fall 2023 menswear hermes,fall 2023 ready to wear alexander mcqueen,spring 2007 ready to wear hermes,pre fall 2017 hermes,pre fall 2018 hermes,pre fall 2019 hermes,resort 2017 hermes,resort 2018 hermes,resort 2019 hermes,spring 1999 ready to wear hermes,spring 2000 ready to wear hermes,spring 2001 ready to wear hermes,spring 2002 ready to wear alexander mcqueen,spring 2008 menswear hermes,spring 2006 menswear hermes,spring 2006 ready to wear hermes,spring 2007 menswear hermes,spring 2007 ready to wear hermes,spring 2008 menswear hermes,spring 2008 ready to wear hermes,spring 2009 menswear hermes,spring 2010 menswear hermes,spring 2010 ready to wear hermes,spring 2011 menswear alexander mcqueen,spring 2008 ready to wear hermes,spring 2011 ready to wear hermes,spring 2012 menswear hermes,spring 2012 ready to wear hermes,spring 2013 menswear hermes,spring 2013 ready to wear hermes,spring 2014 menswear hermes,spring 2014 ready to wear hermes,spring 2015 menswear hermes,spring 2015 ready to wear hermes,spring 2016 menswear alexander mcqueen,spring 2009 menswear hermes,spring 2016 ready to wear hermes,spring 2017 menswear hermes,spring 2017 ready to wear hermes,spring 2018 menswear hermes,spring 2018 ready to wear hermes,spring 2019 menswear hermes,spring 2019 ready to wear hermes,spring 2020 menswear hermes,spring 2020 ready to wear hermes,spring 2021 menswear alexander mcqueen,spring 2009 ready to wear hermes,spring 2021 ready to wear hermes,spring 2022 menswear hermes,spring 2022 ready to wear hermes,spring 2023 menswear hermes,spring 2023 ready to wear hermes,spring 2024 menswear hermes,spring 2024 ready to wear louis vuitton,fall 1998 ready to wear louis vuitton,fall 2000 ready to wear louis vuitton,fall 2001 ready to wear alexander mcqueen,spring 2010 menswear louis vuitton,fall 2002 ready to wear louis vuitton,fall 2003 ready to wear louis vuitton,fall 2004 ready to wear louis vuitton,fall 2005 menswear louis vuitton,fall 2005 ready to wear louis vuitton,fall 2006 menswear louis vuitton,fall 2006 ready to wear louis vuitton,fall 2007 menswear louis vuitton,fall 2008 menswear louis vuitton,fall 2008 ready to wear alexander mcqueen,spring 2010 ready to wear louis vuitton,fall 2009 ready to wear louis vuitton,fall 2010 menswear louis vuitton,fall 2010 ready to wear louis vuitton,fall 2011 menswear louis vuitton,fall 2011 ready to wear louis vuitton,fall 2012 menswear louis vuitton,fall 2012 ready to wear louis vuitton,fall 2013 menswear louis vuitton,fall 2013 ready to wear louis vuitton,fall 2014 menswear alexander mcqueen,spring 2011 menswear louis vuitton,fall 2014 ready to wear louis vuitton,fall 2015 menswear louis vuitton,fall 2015 ready to wear louis vuitton,fall 2016 menswear louis vuitton,fall 2016 ready to wear louis vuitton,fall 2017 menswear louis vuitton,fall 2017 ready to wear louis vuitton,fall 2018 menswear louis vuitton,fall 2018 ready to wear louis vuitton,fall 2019 menswear alexander mcqueen,spring 2011 ready to wear louis vuitton,fall 2019 ready to wear louis vuitton,fall 2020 menswear louis vuitton,fall 2020 ready to wear louis vuitton,fall 2021 menswear louis vuitton,fall 2021 ready to wear louis vuitton,fall 2022 menswear louis vuitton,fall 2022 ready to wear louis vuitton,fall 2023 menswear louis vuitton,fall 2023 ready to wear louis vuitton,pre fall 2008