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2 changes: 2 additions & 0 deletions .gitignore
Original file line number Diff line number Diff line change
@@ -0,0 +1,2 @@
node_modules
package-lock.json
327 changes: 188 additions & 139 deletions nude.js
Original file line number Diff line number Diff line change
@@ -1,3 +1,4 @@
var request = require('request').defaults({ encoding: null })
var Canvas = require('canvas'),
fs = require('fs'),
Image = Canvas.Image;
Expand Down Expand Up @@ -36,146 +37,194 @@ var classifySkin = function(r, g, b) {
return [r / sum, g / sum, b / sum];
};

module.exports = {
scan: function(src, callback) {
fs.readFile(src, function(err, data) {
if(err)
throw err;
var canvas = new Canvas(1, 1),
ctx = canvas.getContext('2d'),
img = new Image,
skinRegions = [],
skinMap = [],
detectedRegions = [],
mergeRegions = [],
detRegions = [],
lastFrom = -1,
lastTo = -1,
totalSkin = 0,
addMerge = function(from, to) {
lastFrom = from;
lastTo = to;
var len = mergeRegions.length,
fromIndex = -1,
toIndex = -1,
region,
rlen;
while(len--) {
region = mergeRegions[len];
rlen = region.length;
while(rlen--) {
if(region[rlen] == from)
fromIndex = len;
if(region[rlen] == to)
toIndex = len;
}
}
if(fromIndex != -1 && toIndex != -1 && fromIndex == toIndex)
return;
if(fromIndex == -1 && toIndex == -1)
return mergeRegions.push([from, to]);
if(fromIndex != -1 && toIndex == -1)
return mergeRegions[fromIndex].push(to);
if(fromIndex == -1 && toIndex != -1)
return mergeRegions[toIndex].push(from);
if(fromIndex != -1 && toIndex != -1 && fromIndex != toIndex) {
mergeRegions[fromIndex] = mergeRegions[fromIndex].concat(mergeRegions[toIndex]);
mergeRegions = [].concat(mergeRegions.slice(0, toIndex), mergeRegions.slice(toIndex + 1));
}
},
totalPixels,
imageData,
length;
img.src = data;
canvas.width = img.width;
canvas.height = img.height;
totalPixels = canvas.width * canvas.height;
ctx.drawImage(img, 0, 0);
imageData = ctx.getImageData(0, 0, canvas.width, canvas.height).data;
length = imageData.length;
for(var i = 0, u = 1; i < length; i += 4, u++) {
var r = imageData[i],
g = imageData[i + 1],
b = imageData[i + 2],
x = u > canvas.width ? u % canvas.width - 1 : u,
y = u > canvas.width ? Math.ceil(u / canvas.width) - 1 : 1;
if(classifySkin(r, g, b)) {
skinMap.push({id: u, skin: true, region: 0, x: x, y: y, checked: false});
var region = -1,
checkIndexes = [u - 2, u - canvas.width - 2, u - canvas.width - 1, u - canvas.width],
checker = false;
for(var o = 0, index; o < 4; o++) {
index = checkIndexes[o];
if(skinMap[index] && skinMap[index].skin) {
if(skinMap[index].region != region && region != -1 && lastFrom != region && lastTo != skinMap[index].region)
addMerge(region, skinMap[index].region);
region = skinMap[index].region;
checker = true;
}
}
if(!checker) {
skinMap[u - 1].region = detectedRegions.length;
detectedRegions.push([skinMap[u - 1]]);
continue;
}
else
if(region > -1) {
if(!detectedRegions[region])
detectedRegions[region] = [];
skinMap[u - 1].region = region;
detectedRegions[region].push(skinMap[u - 1]);
}

function scanUrlAsync(url) {
return new Promise((resolve, reject) => {
scanUrl(url, function(result, err) {
if (err)
return reject(err)

return resolve(result)
})
})
}

function scanAsync(src) {
return new Promise((resolve, reject) => {
scan(src, function(result, err) {
if (err)
return reject(err)

return resolve(result)
})
})
}

function scanUrl(url, callback) {
request({
method: 'GET',
uri: url,
timeout: 6 * 1000,
gzip: true
}, function (err, res, data) {
if(err) {
return callback && callback(null, err)
}

process(data, callback)
})
}

function scan(src, callback) {
fs.readFile(src, function(err, data) {
if(err)
return callback && callback(null, err)

process(data, callback)
})
}

function process(data, callback) {
var canvas = new Canvas(1, 1),
ctx = canvas.getContext('2d'),
img = new Image,
skinRegions = [],
skinMap = [],
detectedRegions = [],
mergeRegions = [],
detRegions = [],
lastFrom = -1,
lastTo = -1,
totalSkin = 0,
addMerge = function(from, to) {
lastFrom = from;
lastTo = to;
var len = mergeRegions.length,
fromIndex = -1,
toIndex = -1,
region,
rlen;
while(len--) {
region = mergeRegions[len];
rlen = region.length;
while(rlen--) {
if(region[rlen] == from)
fromIndex = len;
if(region[rlen] == to)
toIndex = len;
}
}
if(fromIndex != -1 && toIndex != -1 && fromIndex == toIndex)
return;
if(fromIndex == -1 && toIndex == -1)
return mergeRegions.push([from, to]);
if(fromIndex != -1 && toIndex == -1)
return mergeRegions[fromIndex].push(to);
if(fromIndex == -1 && toIndex != -1)
return mergeRegions[toIndex].push(from);
if(fromIndex != -1 && toIndex != -1 && fromIndex != toIndex) {
mergeRegions[fromIndex] = mergeRegions[fromIndex].concat(mergeRegions[toIndex]);
mergeRegions = [].concat(mergeRegions.slice(0, toIndex), mergeRegions.slice(toIndex + 1));
}
},
totalPixels,
imageData,
length;
img.src = data;
canvas.width = img.width;
canvas.height = img.height;
totalPixels = canvas.width * canvas.height;
ctx.drawImage(img, 0, 0);
imageData = ctx.getImageData(0, 0, canvas.width, canvas.height).data;
length = imageData.length;
for(var i = 0, u = 1; i < length; i += 4, u++) {
var r = imageData[i],
g = imageData[i + 1],
b = imageData[i + 2],
x = u > canvas.width ? u % canvas.width - 1 : u,
y = u > canvas.width ? Math.ceil(u / canvas.width) - 1 : 1;
if(classifySkin(r, g, b)) {
skinMap.push({id: u, skin: true, region: 0, x: x, y: y, checked: false});
var region = -1,
checkIndexes = [u - 2, u - canvas.width - 2, u - canvas.width - 1, u - canvas.width],
checker = false;
for(var o = 0, index; o < 4; o++) {
index = checkIndexes[o];
if(skinMap[index] && skinMap[index].skin) {
if(skinMap[index].region != region && region != -1 && lastFrom != region && lastTo != skinMap[index].region)
addMerge(region, skinMap[index].region);
region = skinMap[index].region;
checker = true;
}
else
skinMap.push({ id: u, skin: false, region: 0, x: x, y: y, checked: false });
}
length = mergeRegions.length;
while(length--) {
region = mergeRegions[length];
var rlen = region.length;
if(!detRegions[length])
detRegions[length] = [];
while(rlen--) {
index = region[rlen];
detRegions[length] = detRegions[length].concat(detectedRegions[index]);
detectedRegions[index] = [];
}
if(!checker) {
skinMap[u - 1].region = detectedRegions.length;
detectedRegions.push([skinMap[u - 1]]);
continue;
}
length = detectedRegions.length;
while(length--)
if(detectedRegions[length].length > 0)
detRegions.push(detectedRegions[length]);
length = detRegions.length;
for(var i = 0; i < length; i++)
if(detRegions[i].length > 30)
skinRegions.push(detRegions[i]);
length = skinRegions.length;
if(length < 3)
return callback && callback(false);
(function() {
var sorted = false, temp;
while(!sorted) {
sorted = true;
for(var i = 0; i < length-1; i++)
if(skinRegions[i].length < skinRegions[i + 1].length) {
sorted = false;
temp = skinRegions[i];
skinRegions[i] = skinRegions[i + 1];
skinRegions[i + 1] = temp;
}
else
if(region > -1) {
if(!detectedRegions[region])
detectedRegions[region] = [];
skinMap[u - 1].region = region;
detectedRegions[region].push(skinMap[u - 1]);
}
})();
while(length--)
totalSkin += skinRegions[length].length;
if((totalSkin / totalPixels) * 100 < 15)
return callback && callback(false);
if((skinRegions[0].length / totalSkin) * 100 < 35 && (skinRegions[1].length / totalSkin) * 100 < 30 && (skinRegions[2].length / totalSkin) * 100 < 30)
return callback && callback(false);
if((skinRegions[0].length / totalSkin) * 100 < 45)
return callback && callback(false);
if(skinRegions.length > 60)
return callback && callback(false);
return callback && callback(true);
});
}
};
}
else
skinMap.push({ id: u, skin: false, region: 0, x: x, y: y, checked: false });
}
length = mergeRegions.length;
while(length--) {
region = mergeRegions[length];
var rlen = region.length;
if(!detRegions[length])
detRegions[length] = [];
while(rlen--) {
index = region[rlen];
detRegions[length] = detRegions[length].concat(detectedRegions[index]);
detectedRegions[index] = [];
}
}
length = detectedRegions.length;
while(length--)
if(detectedRegions[length].length > 0)
detRegions.push(detectedRegions[length]);
length = detRegions.length;
for(var i = 0; i < length; i++)
if(detRegions[i].length > 30)
skinRegions.push(detRegions[i]);
length = skinRegions.length;
if(length < 3)
return callback && callback(false);
(function() {
var sorted = false, temp;
while(!sorted) {
sorted = true;
for(var i = 0; i < length-1; i++)
if(skinRegions[i].length < skinRegions[i + 1].length) {
sorted = false;
temp = skinRegions[i];
skinRegions[i] = skinRegions[i + 1];
skinRegions[i + 1] = temp;
}
}
})();
while(length--)
totalSkin += skinRegions[length].length;
if((totalSkin / totalPixels) * 100 < 15)
return callback && callback(false);
if((skinRegions[0].length / totalSkin) * 100 < 35 && (skinRegions[1].length / totalSkin) * 100 < 30 && (skinRegions[2].length / totalSkin) * 100 < 30)
return callback && callback(false);
if((skinRegions[0].length / totalSkin) * 100 < 45)
return callback && callback(false);
if(skinRegions.length > 60)
return callback && callback(false);
return callback && callback(true);
}

module.exports = {
scan: scan,
scanAsync: scanAsync,
scanUrl: scanUrl,
scanUrlAsync: scanUrlAsync
}
11 changes: 8 additions & 3 deletions package.json
Original file line number Diff line number Diff line change
Expand Up @@ -2,8 +2,12 @@
"author": "Chad Smith <[email protected]> (http://twitter.com/chadsmith)",
"name": "nude",
"description": "Nudity detection for Node.js",
"keywords": ["images", "filter", "detect"],
"version": "0.1",
"keywords": [
"images",
"filter",
"detect"
],
"version": "1.0.0",
"homepage": "https://github.com/chadsmith/node-nude",
"repository": {
"type": "git",
Expand All @@ -14,6 +18,7 @@
},
"main": "./nude.js",
"dependencies": {
"canvas": "*"
"canvas": "^1.6.7",
"request": "^2.83.0"
}
}
19 changes: 14 additions & 5 deletions readme.md
Original file line number Diff line number Diff line change
Expand Up @@ -7,9 +7,18 @@ Node.js port of [nude.js](https://github.com/pa7/nude.js) by [Patrick Wied](http
`npm install nude`

## Usage overview
```
var nude = require('nude');

var nude = require('nude');

nude.scan(__dirname + '/images/photo.jpg', function(res) {
console.log('Contains nudity: ' + res);
});
nude.scan('<FILE_PATH>', function(res) {
console.log('Contains nudity: ' + res);
});

var isNude = await nude.scanAsync('<FILE_PATH>');

nude.scanUrl('<FILE_URL>', function(res) {
console.log('Contains nudity: ' + res);
});

var isNude = await nude.scanUrlAsync('<FILE_URL>');
```
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