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2 | 2 |
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3 | 3 | Generate your own synthetic human head dataset for free using Blender software. The dataset can be used in face analyzation, model pretraining, and other machine learning tasks.
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4 | 4 |
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5 |
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| 5 | + |
6 | 6 |
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7 | 7 | ## Limitations
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8 | 8 |
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@@ -54,7 +54,7 @@ For ease of use, a ready-made *one-click to run* archive for Windows is availabl
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54 | 54 |
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55 | 55 | ## SSHG tab settings
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56 | 56 |
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57 |
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| 57 | + |
58 | 58 |
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59 | 59 | ### Resolution
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60 | 60 |
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@@ -104,68 +104,68 @@ Render infinite. UI will not unlock.
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104 | 104 |
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105 | 105 | HEAD
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106 | 106 |
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107 |
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| 107 | + |
108 | 108 |
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109 | 109 | HEAD_DEPTH
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110 | 110 |
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111 | 111 | Center head towards cam +15cm = 1.0
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112 | 112 | Center head towards cam -15cm = 0.0
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113 | 113 |
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114 |
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| 114 | + |
115 | 115 |
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116 | 116 | HAIR
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117 | 117 |
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118 | 118 | Hair-only on transparent background.
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119 | 119 |
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120 |
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| 120 | + |
121 | 121 |
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122 | 122 | SKIN
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123 | 123 |
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124 |
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| 124 | + |
125 | 125 |
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126 | 126 | SKIN_DEPTH
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127 | 127 |
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128 |
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| 128 | + |
129 | 129 |
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130 | 130 | SKIN_EM_MASK
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131 | 131 |
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132 |
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| 132 | + |
133 | 133 |
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134 | 134 | SKIN_NORMAL
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135 | 135 |
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136 |
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| 136 | + |
137 | 137 |
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138 | 138 | SKIN_WF_MASK
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139 | 139 |
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140 |
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| 140 | + |
141 | 141 |
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142 | 142 | FRONTAL_SKIN_NORMAL
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143 | 143 |
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144 |
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| 144 | + |
145 | 145 |
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146 | 146 | FRONTAL_SKIN_WF_MASK
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147 | 147 |
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148 |
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| 148 | + |
149 | 149 |
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150 | 150 | HAIR_MASK
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151 | 151 |
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152 |
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| 152 | + |
153 | 153 |
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154 | 154 | BEARD_MASK
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155 | 155 |
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156 |
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| 156 | + |
157 | 157 |
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158 | 158 | EYEBROWS_MASK
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159 | 159 |
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160 |
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| 160 | + |
161 | 161 |
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162 | 162 | EYELASHES_MASK
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163 | 163 |
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164 |
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| 164 | + |
165 | 165 |
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166 | 166 | OCCLUSION_MASK
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167 | 167 |
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168 |
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| 168 | + |
169 | 169 |
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170 | 170 | JSON_DATA
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171 | 171 |
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@@ -204,7 +204,17 @@ JSON_DATA
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204 | 204 |
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205 | 205 | Landmarks example
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206 | 206 |
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207 |
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| 207 | + |
| 208 | + |
| 209 | +## More labels |
| 210 | + |
| 211 | +You can combine existing labels using a simple python script. For example you can produce ```SKIN_WF_MASK*(1-HAIR_MASK)``` and get a WF mask without hair. You can also modify the .blend project for any of your fantasies. |
| 212 | + |
| 213 | +## Augmentations |
| 214 | + |
| 215 | +It is recommended to apply different augmentations to increase the variability of the dataset. |
| 216 | + |
| 217 | + |
208 | 218 |
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209 | 219 | # Changelog
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210 | 220 |
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