Predict if an image on a webpage is authentic or if it has been manipulated using a model built for this purpose.
Manipulated Image Detector Extension
The Manipulated Image Detector is a Chrome extension that utilizes an on-device model specifically designed to detect any potential manipulation or editing in an image. This model is loaded using TensorFlow.js scripts.
How to Use:
To predict the authenticity of an image from a webpage using the model, simply secondary-click (right-click) on the desired image and choose \"Predict Image Authenticity\" from the Context Menu. This action will activate a pop-up window displaying the \"Manipulated Image Detector.\" The image will be promptly submitted to the detector, which will then provide a prediction regarding its authenticity. Once you launch this window, it will receive automated notifications to stay active every 25 seconds (until you close it), so it can update in real-time when a new image is uploaded to the detector.
How Does It Work:
This model is a custom convolutional neural network that was trained on 3938 authentic images and 3938 manipulated images from the CASIA2 dataset. It predicts the authenticity of an image using what it learned to be distinguishing variables between manipulated and authentic images throughout the training process.
Note that this model is not foolproof. It achieved an F1 score of approximately 87.3% when tested on another subset of images it was not trained on from the CASIA2 dataset. While it makes informed predictions based on evidence and what it has learned, it is important to understand that the model's predictions are still predictions! It should be used as a tool, not as fact.
Source Manifest.json
How to download and manually install Manipulated Image Detector extension for Chrome
Looking for a way to install Manipulated Image Detector extensions for Chrome, you can search for them in the Chrome Web Store, clicking the "Add to Chrome" button, and following the straightforward process.
However, you may need to install Manipulated Image Detector extensions manually, this article outlines two simple methods to effortlessly install Manipulated Image Detector extensions, whether they come as unpacked folders in compressed formats like .zip or as .crx files.
Method 1: Download Manipulated Image Detector extension and manually install through Drag &Drop
If you ever need to manually install a Manipulated Image Detector extension for Chrome, don't worry, it's a simple process. Just follow these easy steps, and you will have your extension ready to use in no time.
Step 1: Download the Manipulated Image Detector Extension by clicking the "Download CRX" button on the website.
Look for the Manipulated Image Detector extension you wish to install. Go to the website and download the Manipulated Image Detector extension package, which is usually a .CRX file and comes in a zipped file. Here ".crx" file is the format for Manipulated Image Detector extension that contains all the data.
Step 2: Extract &Arrange Files
Once the file is downloaded, extract that file into its own folder. Similarly, give that extension files a permanent home. In other words, keep it in a folder that you don't accidentally delete it because these files will be needed to make that extension work.
Step 3: Go to the Chrome Extensions Page
Open Google Chrome and in the address bar, type chrome://extensions; it will open the Google Chrome extensions page. Make sure that "My extensions" is selected in the sidebar.
Step 4: Drag and Drop the Extension
Now, go to the folder where you extracted the Manipulated Image Detector extension and drag &drop the extension file from there anywhere onto the extension page within Google Chrome.
Step 5: Complete the Installation
Once you drag and drop the extension file, follow the steps that Google Chrome takes you through. Similarly, if the extension file is of .crx file format, you will be required to review the permissions and then add the extension.
Now, you can manage that added extension as you would like to with any other Chrome extension that you added through Chrome Webstore. Its icon will also appear in the Google Chrome Menu on the right side of the address bar once you activate it.
Method 2: Download Manipulated Image Detector extension for Chrome and install in Developer Mode
This is another method to install Manipulated Image Detector extension manually, but the twist is that here, you install by enabling the developer mode option provided in Google Chrome. This mode is commonly used for testing extensions or running unpublished tools.
Step 1: Download the Manipulated Image Detector extension file
Select and download the Manipulated Image Detector extension by clicking the 'Download CRX' button on the website.
Step 2: Extract the downloaded contents
Convert the file to a ZIP file if it is in CRX format then extract the Manipulated Image Detector extension zip file or folder that you downloaded. Make sure you extract it using the same folder name and keep it safely in another folder, so you don't delete it by mistake. The extracted folder will be needed to keep your Manipulated Image Detector extension running.
Step 3: Open Chrome Extension Setting Page
In the address bar of Google Chrome, type chrome://extensions and open the Chrome Extension Page.
Step 4: Enable Developer Mode
After opening the Chrome Extension page, look at the top right side, and you will find the toggle option of "Developer mode."Simply enable that developer mode option.
Step 5: Load the Unpacked Extension
Once you enable the developer mode option, you will see the menu of Load Unpacked, Pack Extensions and Update. From that, select the option "Load unpacked."
Step 6: Select the Extension Folder
Once the pop-up opens upon clicking Load unpacked, select the Manipulated Image Detector extension directory and click on the "Select Folder "button.
Step 7: Confirm and Install
After you select an extension folder of a Google Chrome extension you're installing manually, confirm its installation for the final time and let the installation complete.
Conclusion
Here we've made a step-by-step guide on How to manually install Manipulated Image Detector extension in 2 ways. We hope this guide proves helpful.
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