Hugging Face's logo

Spaces:
tonyassi
/
AI-Ecommerce-Fashion
Running

App Files Community
AI-Ecommerce-Fashion
File size: 4,771 Bytes 
768f9c8
 
fa05780
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
768f9c8
 
c18408c
 
 
768f9c8
 
fa05780
768f9c8
fa05780
768f9c8
081ea2b
fa05780
 
 
 
 
 
768f9c8
 
ff3d3c2
fa05780
ff3d3c2
 
fa05780
 
ff3d3c2
 
 
 
 
fa05780
 
 
ff3d3c2
 
 
 
 
 
 
f964d0b
ff3d3c2
 
 
 
c18408c
 
 
 
 
ba2f7c9
c18408c
f964d0b
 
c18408c
 
 
f964d0b
 
 
 
 
 
 
 
32ea0d8
f964d0b
32ea0d8
 
 
f964d0b
c18408c
c1757bc
f8533b6
 
 
c1757bc
f8533b6
 
c1757bc
f8533b6
c1757bc
f8533b6
 
768f9c8
c1757bc
 
 
 
 
 
 
 
 
 
 
 
768f9c8
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
 
import gradio as gr

theme = gr.themes.Base(
    text_size=gr.themes.Size(lg="16px", 
                             md="20px", # body
                             sm="12px", 
                             xl="40px", # h2
                             xs="10px", 
                             xxl="50px", # h1 
                             xxs="9px"),
    #spacing_size="lg",
)

css = """
h1, h2{
    text-align: center;
}

"""

with gr.Blocks(theme=theme, css=css) as demo:
    # Title
    gr.Markdown("""
    # AI and Fashion E-Commerce
    <center> by <a href="https://www.tonyassi.com/" target="_blank">Tony Assi</a>  </center> 
    <br>
    <center><i> A collection of projects I've done at the intersection of AI and fashion e-commerce, with an emphasis on computer vision and stable diffusion. </i></center> 
    """)

    # Virtual Try-On
    gr.Markdown("""
    ---
    ## Virtual Try-On
    ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/mARmPyep7W3MwGmvR_zWN.jpeg)

    Virtually try-on clothing by submitting your image and a clothing image. A novel approach to VTO using IP-Adapter inpainting and body segmentation. [Read more](https://huggingface.co/blog/tonyassi/virtual-try-on-ip-adapter)

    [![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/tonyassi/fashion-try-on)

    [![Google Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1d-NJNLdX6dqs5Qfm1UYDQknBrhwZXx7R?usp=sharing)
    """)

    # Sales Forecasting with Image Regression
    gr.Markdown("""

    ---
    ## Sales Forecasting with Image Regression
    ![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/mrtzCY91RnLtnbx4LIj4x.png)
    Predict sales from a product image. Image regression training, hosting, and inference. [Read more](https://huggingface.co/blog/tonyassi/image-regression)

    [![Github](https://img.shields.io/badge/Github-Repo-blue)](https://github.com/TonyAssi/ImageRegression)

    [![Model](https://img.shields.io/badge/%F0%9F%A4%97-Models-yellow)](https://huggingface.co/tonyassi/sales-prediction)

    """)    

    # Text-to-Image Clothing Designer
    gr.Markdown("""

    ---
    ## Text-to-Image Clothing Designer
    ![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/Y-EuOGASjO-GMUzjlBCIh.png)

    This text-to-image model was fine-tuned on [Lucy in the Sky](https://www.lucyinthesky.com/) product image - product text pairs. Text input is limited to the language of the product catalog it was trained on which forces the model to generate images in a simialr style to the product images.

    [![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/LucyintheSky/lucy-text-to-image)
    """)  

    # Sketch to Fashion Design
    gr.Markdown("""

    ---
    ## Sketch to Fashion Design
    ![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/tnLduEwy4JfiDdoI2D6Bc.png)

    Convert a sketch into a photorealistic garment on a model.

    [![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/tonyassi/sketch-to-fashion-design)
    """)  

    # Segment Clothing
    gr.Markdown("""

    ---
    ## Segment Clothing

    ![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/PWrFOLtggkm3NroFMEjfI.png)

    Segment clothing from an image.

    [![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/tonyassi/clothing-segmentation)

    [![Github](https://img.shields.io/badge/Github-Repo-blue)](https://github.com/TonyAssi/Segment-Clothing)
    """)  

    # Clothing Search by Sketch
    gr.Markdown("""

    ---
    ## Clothing Search by Sketch
    ![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/YMxC5GrzSHXmzcl9iqLmQ.png)

    Search for a clothing by sketching it.
   
    [![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/tonyassi/sketch-to-fashion-collection)

    """)  

    # Image to Fashion Article
    gr.Markdown("""

    ---
    ## Image to Fashion Article

    ![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/E7vtF_rHntAt47ExuO_5_.png)

    [![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/tonyassi/image-to-fashion-article)

    """) 

demo.launch()