mirror of
https://github.com/arthur-pbty/xiao.git
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More accurate check
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@@ -1,5 +1,6 @@
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const Command = require('../../structures/Command');
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const request = require('node-superfetch');
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const { stripIndents } = require('common-tags');
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const { isImageNSFW } = require('../../util/Util');
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module.exports = class NsfwCommand extends Command {
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@@ -27,9 +28,12 @@ module.exports = class NsfwCommand extends Command {
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async run(msg, { image }) {
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try {
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const { body } = await request.get(image);
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const prediction = await isImageNSFW(this.client.nsfwModel, body, false);
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const prob = Math.round(prediction.probability * 100);
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return msg.reply(`I'm **${prob}%** sure this image is: **${prediction.className}**.`);
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const predictions = await isImageNSFW(this.client.nsfwModel, body, false);
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const formatted = predictions.map(result => `${Math.round(result.probability * 100)}% ${result.className}`);
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return msg.reply(stripIndents`
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**This image gives the following results:**
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${formatted.join('\n')}
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`);
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} catch (err) {
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return msg.reply(`Oh no, an error occurred: \`${err.message}\`. Try again later!`);
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}
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+10
-2
@@ -219,9 +219,17 @@ module.exports = class Util {
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static async isImageNSFW(model, image, bool = true) {
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const img = await tf.node.decodeImage(image, 3);
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const predictions = await model.classify(img, 1);
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const predictions = await model.classify(img, 2);
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img.dispose();
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return bool ? predictions[0].className !== 'Neutral' && predictions[0].className !== 'Drawing' : predictions[0];
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const results = [];
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results.push(predictions[0]);
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for (const result of predictions) {
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if (result.className === predictions[0].className) continue;
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if (result.probability >= predictions[0].probability - 5) results.push(result);
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}
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return bool
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? results.some(result => result.className !== 'Drawing' && result.className !== 'Neutral')
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: results;
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}
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static async reactIfAble(msg, user, emoji, fallbackEmoji) {
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