Hugging Face's logo

Spaces:
Dyra1204
/
ViT-Auditing-Toolkit
Sleeping

App Files Community
ViT-Auditing-Toolkit
File size: 5,272 Bytes 
be5c319
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
 
#!/bin/bash

# Download Sample Images Script
# This script downloads free sample images from Unsplash for testing

echo "🖼️  Downloading sample images for ViT Auditing Toolkit..."
echo ""

# Create directories if they don't exist
mkdir -p examples/{basic_explainability,counterfactual,calibration,bias_detection,general}

# Function to download image with progress
download_image() {
    local url=$1
    local output=$2
    local description=$3
    
    echo "📥 Downloading: $description"
    curl -L "$url" -o "$output" --progress-bar
    
    if [ $? -eq 0 ]; then
        echo "✅ Saved to: $output"
    else
        echo "❌ Failed to download: $description"
    fi
    echo ""
}

echo "=== Basic Explainability Images ==="
echo ""

# Cat portrait
download_image \
    "https://images.unsplash.com/photo-1574158622682-e40e69881006?w=800&q=80" \
    "examples/basic_explainability/cat_portrait.jpg" \
    "Cat Portrait"

# Dog portrait
download_image \
    "https://images.unsplash.com/photo-1543466835-00a7907e9de1?w=800&q=80" \
    "examples/basic_explainability/dog_portrait.jpg" \
    "Dog Portrait"

# Bird in flight
download_image \
    "https://images.unsplash.com/photo-1444464666168-49d633b86797?w=800&q=80" \
    "examples/basic_explainability/bird_flying.jpg" \
    "Bird Flying"

# Sports car
download_image \
    "https://images.unsplash.com/photo-1583121274602-3e2820c69888?w=800&q=80" \
    "examples/basic_explainability/sports_car.jpg" \
    "Sports Car"

# Coffee cup
download_image \
    "https://images.unsplash.com/photo-1509042239860-f550ce710b93?w=800&q=80" \
    "examples/basic_explainability/coffee_cup.jpg" \
    "Coffee Cup"

echo "=== Counterfactual Analysis Images ==="
echo ""

# Face centered
download_image \
    "https://images.unsplash.com/photo-1494790108377-be9c29b29330?w=800&q=80" \
    "examples/counterfactual/face_portrait.jpg" \
    "Face Portrait (for patch analysis)"

# Car side view
download_image \
    "https://images.unsplash.com/photo-1552519507-da3b142c6e3d?w=800&q=80" \
    "examples/counterfactual/car_side.jpg" \
    "Car Side View"

# Building architecture
download_image \
    "https://images.unsplash.com/photo-1480714378408-67cf0d13bc1b?w=800&q=80" \
    "examples/counterfactual/building.jpg" \
    "Building Architecture"

# Simple object - flower
download_image \
    "https://images.unsplash.com/photo-1490750967868-88aa4486c946?w=800&q=80" \
    "examples/counterfactual/flower.jpg" \
    "Flower (simple object)"

echo "=== Calibration Test Images ==="
echo ""

# High quality clear image
download_image \
    "https://images.unsplash.com/photo-1583511655857-d19b40a7a54e?w=800&q=80" \
    "examples/calibration/clear_panda.jpg" \
    "Clear High-Quality Image"

# Slightly challenging
download_image \
    "https://images.unsplash.com/photo-1425082661705-1834bfd09dca?w=800&q=80" \
    "examples/calibration/outdoor_scene.jpg" \
    "Outdoor Scene (medium difficulty)"

# Complex scene
download_image \
    "https://images.unsplash.com/photo-1519389950473-47ba0277781c?w=800&q=80" \
    "examples/calibration/workspace.jpg" \
    "Complex Workspace Scene"

echo "=== Bias Detection Images ==="
echo ""

# Day lighting
download_image \
    "https://images.unsplash.com/photo-1601758228041-f3b2795255f1?w=800&q=80" \
    "examples/bias_detection/dog_daylight.jpg" \
    "Dog in Daylight"

# Indoor lighting
download_image \
    "https://images.unsplash.com/photo-1596492784531-6e6eb5ea9993?w=800&q=80" \
    "examples/bias_detection/cat_indoor.jpg" \
    "Cat Indoors"

# Outdoor scene
download_image \
    "https://images.unsplash.com/photo-1530595467537-0b5996c41f2d?w=800&q=80" \
    "examples/bias_detection/bird_outdoor.jpg" \
    "Bird Outdoors"

# Urban environment
download_image \
    "https://images.unsplash.com/photo-1449844908441-8829872d2607?w=800&q=80" \
    "examples/bias_detection/urban_scene.jpg" \
    "Urban Environment"

echo "=== General Test Images ==="
echo ""

# Food
download_image \
    "https://images.unsplash.com/photo-1565299624946-b28f40a0ae38?w=800&q=80" \
    "examples/general/pizza.jpg" \
    "Pizza"

# Nature
download_image \
    "https://images.unsplash.com/photo-1506905925346-21bda4d32df4?w=800&q=80" \
    "examples/general/mountain.jpg" \
    "Mountain Landscape"

# Technology
download_image \
    "https://images.unsplash.com/photo-1593642632823-8f785ba67e45?w=800&q=80" \
    "examples/general/laptop.jpg" \
    "Laptop"

# Furniture
download_image \
    "https://images.unsplash.com/photo-1555041469-a586c61ea9bc?w=800&q=80" \
    "examples/general/chair.jpg" \
    "Modern Chair"

echo ""
echo "======================================"
echo "✅ Download complete!"
echo "======================================"
echo ""
echo "📊 Summary:"
echo "  - Basic Explainability: $(ls examples/basic_explainability/*.jpg 2>/dev/null | wc -l) images"
echo "  - Counterfactual: $(ls examples/counterfactual/*.jpg 2>/dev/null | wc -l) images"
echo "  - Calibration: $(ls examples/calibration/*.jpg 2>/dev/null | wc -l) images"
echo "  - Bias Detection: $(ls examples/bias_detection/*.jpg 2>/dev/null | wc -l) images"
echo "  - General: $(ls examples/general/*.jpg 2>/dev/null | wc -l) images"
echo ""
echo "🚀 Ready to test! Run: python app.py"
echo ""