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AI & Neural Computing Lab

Build, train, and deploy real-time machine learning models directly in your browser. Harness edge acceleration with zero installation required.

LIVE SIMULATOR // MOBILENET_KNN_CORE

Interactive Edge AI Trainer

Capture live samples, train a neural model in-memory, and run real-time inference.

01. DATA COLLECTION

Click to capture simulated feature vectors for each target class.

Class A (Red Apple)
12 feature vectors
Class B (Yellow Banana)
15 feature vectors
Class C (Green Lime)
9 feature vectors
Total vectors: 36256-dim embedding
02. MODEL TRAINING
Training Epochs:25
LOSS CURVE
0.0420
ACCURACY
97.4%
Architecture: MobileNetV1 0.25
Top Layer: KNN (k=10) Cosine Voting
03. LIVE INFERENCE

Model confidence output for active frame:

Class A (Red Apple)88%
Class B (Yellow Banana)9%
Class C (Green Lime)3%
Top Match: Class A (88% confidence)

Active Neural Workbenches

Select an architecture to deploy your training harness.

6 WORKBENCHES AVAILABLE
Beginner
MobileNet + KNN

ZaiMind Vision Studio

Train edge image classifiers live using your webcam. Instant on-device training with zero cloud dependency.

Intermediate
Spectrogram CNN

Acoustic Classifier

Build speech recognition, ambient noise detection, and musical pattern recognition from microphone feeds.

Advanced
MediaPipe 33-Joint

Kinematic Pose Tracker

Track 33 body keypoints in real time to build gesture controllers and rehabilitation tracking algorithms.

Coming Soon
Advanced
Nano-Transformer

Transformer NLP Lab

Experiment with attention mechanisms, temperature sampling, and token generation in your browser.

Coming Soon
Intermediate
YOLO-Edge Sim

Autonomous Object Radar

Real-time bounding box detection for robotics pathfinding, lane tracking, and obstacle avoidance.

Coming Soon
Beginner
DistilBERT-Lite

Sentiment & Polarity Engine

Extract emotion vectors, analyze customer reviews, and parse multi-lingual text semantics.

Coming Soon