MuhammadLab
AI tools and interactive student demos

Browser-based AI labs for learning

Explore interactive, educational AI demos. Tools run in your browser to help students understand thresholds, uncertainty, and real-time inference.

Start here

A structured path for teaching and self-study.

Each resource is grouped by purpose so students can read a guide first, then open a browser-based tool when they are ready to inspect an example artifact or practice a concept.

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Learning guides

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Interactive tools

Interactive tools

Interactive tools

Try live demos, inspect outputs, and learn how the model makes predictions.

AI ToolsAvailable

Toxicity / Hate Speech Detection

Type a sentence and see which potentially harmful language categories a pre-trained model flags, with scores and a confidence threshold.

Toxicity DetectionHate SpeechContent ModerationThresholdFalse PositivesFalse Negatives
AI ToolsAvailable

Pose Estimation Studio

Detect human body keypoints from webcam input or uploaded images, then study skeleton tracking, posture cues, and movement analysis.

Pose EstimationPose DetectionWebcam PoseBody KeypointsSkeleton TrackingMoveNet
Hand AIAvailable

Hand Pose Detection

Use your webcam to see real-time hand landmarks and finger joints using a pre-trained hand pose model.

Hand Pose DetectionWebcam Hand LandmarksMediaPipeHandsFinger JointsReal Time AiComputer Vision
AI ToolsAvailable

OCR: Image to Text

Upload an image containing text and extract editable, machine-readable text using Tesseract OCR in the browser.

OcrImage To TextTesseractDocument AiConfidence ScoresText Extraction
AI ToolsAvailable

Object Detection

Upload an image and see how a pre-trained COCO-SSD model detects multiple objects with bounding boxes and confidence scores.

Object DetectionCoco SsdBounding BoxesConfidence ScoresComputer VisionPre Trained Model

Suggested learning path

Start with the safety + “how it works” sections, then run each demo with different thresholds and examples.