Witness Musonza

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Project 01 // Official AI Video Demonstration

GreenSpace Video Demo

Watch verified field recordings of our computer vision classification engine in real terrain conditions, testing barren soil baseline detection, semi-vegetative canopy emergence, and high-nitrogen suspected fertile soil beds.

Field Passes03 Real Videos
Top Confidence98% Score
Encoding1080p MP4
InferenceEdge Realtime
Field Test Footage:
LIVE RECORDING // Field Test 01CONFIDENCE: 98%
LIVE PRELOADING
0%
Ahead: 00:00Zero-Stall Buffer
Field Test Demo · Field Test 01

Barren Soil Classification

00:00 / 02:14
Live AI ClassificationField Test 01May 12, 2024

Barren Soil Classification

Real field recording demonstrating AI detection of barren soil conditions.

Detection Confidence98% Neural Match
Test LocationField Test 01
Clip Duration02:14 Full Recording

Field Test Recordings

3 Videos

Edge AI Computer Vision Stack

Model PipelineYOLOv8 + CoreML
Inference Latency38ms on-device
Video StorageCloudinary CDN (MP4)
Ground TruthSpectrometer Verified

Real Field Test Demonstrations

Cloudinary MP4

Lazy-loaded field recordings with shimmer skeletons and continuous playback buffering.

Barren Soil Classification
Pass 01 · Field Test 0102:14
98% Confidence
Semi-vegetative Classification
Pass 02 · Field Test 0201:48
95% Confidence
Suspected Fertile Soil Classification
Pass 03 · Field Test 0302:01
96% Confidence

Software & Interface Architecture

Walkthrough modules covering Auth, Specimen Scanner, Dashboard, Profile & Reports.

Tactile Botanical Auth & Biometric Splash
Auth Screens00:00
AI Plant Specimen Scanner & Disease HUD
Image Recognition Engine00:35
Real-Time Eco-Telemetry & IoT Dashboard
Dashboard01:13
Eco-Pass Member Profile & Community RSVP
Profile Screen and Reports01:51
Carbon Audit Reports & Design System Tokens
Project Documents02:29
Witness Musonza (CreativeSage) · Software Engineer | Developer

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