Tool Information
Gadget is a 3D printing AI failure detection assistant which uses state-of-the-art computer vision algorithms to detect various failures such as spaghetti, layer shifts, adhesion issues, and other printing errors. It can be used to automatically pause a print or send notifications via SMS, email, Telegram, Discord, Slack, and other services. Gadget can also provide full frame rate links and quick views as well as OctoPrint app support. The AI-driven technology is constantly learning and users can provide feedback to help improve accuracy. OctoEverywhere supporters can receive additional perks such as faster detection times, advanced AI detection models, automatic print pausing, and more.
F.A.Q (20)
Gadget is a 3D printing AI failure detection assistant. Its main job involves using advanced computer vision algorithms to identify various 3D print failures such as spaghetti, layer shifts, adhesion issues, and other printing errors.
Gadget employs cutting-edge machine learning algorithms that continuously monitor prints. It observes the webcam feeds of your printers and recognizes patterns that point to potential printing failures. By learning features specific to your printer, it enhances its detection capabilities over time.
When Gadget detects a 3D printing error, it can alert the users via different channels. This includes notifications through SMS, email, Telegram, Discord, Slack, and other services. It also has the ability to automatically pause the print.
Yes, Gadget has the ability to automatically pause a 3D print when it detects a failure. This feature helps to prevent further escalation of the problem and allows the user to take timely corrective action.
Gadget supports a wide array of notification services for sending alerts. These channels include SMS, email, Telegram, Discord, Slack, and various others.
Yes, Gadget does support the OctoPrint app. It continuously watches prints using the default snapshot source configured in OctoPrint.
Gadget's improvement process is customer-driven and relies on feedback from users. If it gets something wrong, users are encouraged to send feedback so Gadget can continue learning and refining its algorithms.
OctoEverywhere supporters receive additional benefits such as faster detection times, access to advanced AI detection models, automatic print pausing when failures are detected, and the detection of specific issues like adhesion, layer, and shell problems.
Gadget can detect a variety of 3D printing errors. These include spaghetti, layer shifts, adhesion issues, and other print failures.
Setting up Gadget for 3D printer monitoring involves ensuring good lighting and a well-focused camera. Additionally, Gadget points out that it's necessary to remove any extra bits of filament or failed prints in the camera's view and to ensure the whole print area is clearly visible.
Yes, Gadget includes a feedback system. The system enables users to report issues or provide suggestions for improvement. The received feedback is systematically used to refine Gadget's machine learning algorithms and overall performance.
The plugin for OctoEverywhere helps in enabling full Gadget functionality. However, without access to detailed information about the specific functionalities offered by the plugin, a pin-pointed explanation is not possible.
As an OctoEverywhere supporter, you'll enjoy a range of perks including 4x faster failure detections, access to advanced AI detection models, automatic print pausing on failures, detection of specific issues like adhesion, layer, and shell problems, full frame rate link links & quick views, OctoPrint app support, and 2-minute portal webcam streams.
Gadget's advanced AI detection exploits machine learning algorithms to continuously monitor print jobs. Trained on numerous images, these algorithms have learned to identify common printing failures such as spaghetti, layer shifts, and adhesion issues. Over time, the AI also learns features specific to the user's printer, further improving the detection accuracy.
Yes, Gadget has the ability to monitor all of your printers simultaneously. It accomplishes this by observing the webcam feeds associated with each printer.
If a Gadget error occurs, you get notified accordingly. Depending on your preferences, Gadget can either send a notification to alert you of the issue or automatically pause the print job. You can also check the current status for any of your printers using the Quick View feature.
Gadget processes over 3 million images every day. The computer vision neural networks behind Gadget have been trained to recognize what 3D printing failures look like, allowing it to spot issues and prevent print failures.
Gadget applies machine learning to failure detection by training its computer vision neural networks on thousands of images to recognize what 3D printing failures look like. This allows it to actively monitor prints and take action when a common printing failure is detected.
Yes, the performance of Gadget improves over time. Gadget uses machine learning algorithms that are trained on numerous images and user feedback to continuously refine its failure detection capabilities. Recognition of very specific features related to the user's printer improves as the AI becomes familiar with more and more print jobs, so the detection becomes increasingly accurate over time.
Smart Pause is a feature in Gadget that allows for automatic pausing of a 3D print job if a failure is detected. This helps prevent errors from escalating and allows for timely remediation before continuing with the print job.
Pros and Cons
Pros
- Detects 3D printing errors
- Uses computer vision algorithms
- Detects spaghetti
- layer shifts
- Detects various other failures
- Sends notifications via SMS
- Sends notifications via email
- Supports Telegram notifications
- Supports Discord notifications
- Supports Slack notifications
- Provides full frame rate links
- Provides quick views
- Supports OctoPrint app
- Technology constantly learning
- User-provided accuracy feedback
- Faster detection times for supporters
- Automatic print pausing
- Good lighting enhances detection
- Supports multiple printer monitoring
- Unlimited monitoring for free
- Detects adhesion failures
- Detects layer failures
- Automatic print pausing on failures
- Detection of shell issues
- Supports 2 Minute Portal Webcam Streams
- Unlimited Notifications for subscribers
- Provides SMS notifications for subscribers
- Real-time status checking
- Detection model is adaptive and learning
- User feedback helps enhance detection
- Supporters unlock faster failure detection
- Detects issues with Blob on Extruder
- Spaghetti Print Failure detection
- Adhesion Failure detection
- Print Layer Failure detection
- Supports multiple printers
- Performs over 3 million image processes daily
- Constant learning from users' feedback
- Inbuilt failure prediction mechanism
- Option for smart pause on failure detection
- Responsive user support service
- Supporter perks free for 14 days
- Good for large-scale print monitoring
- Detection model specific to your printer
- Automatic print pausing on failure for supporters
- Monitoring using webcam feeds
- Quick view for printer status
- Availability of a supportive community
- Individual status for each printer
Cons
- Requires good lighting
- Needs clear webcam feeds
- No offline mode
- Limited without subscription
- Requires OctoEverywhere account
- Unspecified error handling
- Possible late detection
- Requires frequent updates
- Reliance on user feedback
- Unclear performance metrics
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