Features
- Face Detection: Effortlessly detect human faces in images or videos.
- Image Classifier: Classify images into predefined categories with ease.
- Face Expression: Recognize facial expressions and emotions accurately.
- Face Landmark: Detect and locate facial landmarks such as eyes, nose, and mouth precisely.
- PoseNet: Estimate human poses in images or videos with advanced precision.
- BodyPix: Segment and track human bodies in real time for dynamic applications.
- In-Browser Training using your CPU: Select a template, upload your dataset, tweak the controls, and start training your machine learning model directly in the browser.
- ML power your app with our Javascript library: Integrate machine learning into your apps effortlessly with a few lines of code from the StackML Javascript library.
- Data Security: Rest assured, your dataset remains in the browser and is never sent to the backend, ensuring data security.
- Deploy model anywhere: Download your trained model and deploy it anywhere using the StackML library.
- TensorFlow.js wrapper: The StackML library is a seamless wrapper for TensorFlow.js, ensuring robust performance.
- Zero setup: Build or train models without any infrastructure setup at your end, making it hassle-free.
- Real-time Training Metrics: Visualize and monitor real-time training metrics for your machine learning models.
- Visual Dataset: Experience a visual representation of the uploaded dataset for enhanced understanding.
Use Cases:
- PREDICT: Experience StackML running completely in the browser, providing predictions for free. Test your machine learning model with input before downloading it for API use.
- EXPLORE LIBRARY: Visually explore pre-trained/custom models and effortlessly integrate them into your apps with just a few lines of code from the StackML Javascript library.
- Examples: Explore experiments built using StackML, such as Moustache up and Move Tiles.
StackML is a comprehensive platform for leveraging machine learning in the browser. With pre-trained models, in-browser training, visualization, and seamless integration with JavaScript-based apps, it opens up new possibilities for building intelligent web applications. Secure, free, and without any setup requirements, StackML is your gateway to intelligent web development.
