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This project builds a landslide early-warning network for hill slopes: battery-powered LoRa sensor nodes measure ground tilt,...
This project builds an ESP32-based aquaponics monitor: pH, water temperature, dissolved oxygen and EC sensors watch the fish...
FirmwareFlow is a fleet OTA (over-the-air) update manager for ESP32 devices: a dashboard tracks every device's firmware versi...
LoRaPlan is a web-based planning tool for LoRa IoT deployments: place gateways on a site map and it estimates received signal...
This project stops fake fingerprints: a patch-based CNN distinguishes live fingers from spoof artifacts (gelatin, silicone, l...
This project automates weld radiograph inspection: a Faster R-CNN with a ResNet-50 backbone reads weld X-ray images, localize...
This project automates fabric inspection: a ResNet-50-based CNN scans 512×512 tiles of fabric images, localizes defects (hole...
This project turns existing CCTV cameras into queue managers: a density-map CNN counts people inside each service-line ROI, a...
This project watches workout videos and coaches like a trainer: a pose-estimation backbone extracts 17 body keypoints per fra...
