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91 | 91 |
|
92 | 92 | ## Predictive Maintenance & Fault Classification
|
93 | 93 |
|
94 |
| -* [Predictive Maintenance - Nordic Thingy:91](predictive-maintenance-and-fault-classification/predictive-maintenance-with-nordic-thingy-91.md) |
| 94 | +* [Predictive Maintenance - Nordic Thingy:91](predictive-maintenance-and-fault-classification/predictive-maintenance-with-nordic-thingy91.md) |
95 | 95 | * [Brushless DC Motor Anomaly Detection](predictive-maintenance-and-fault-classification/brushless-dc-motor-anomaly-detection.md)
|
96 |
| -* [Industrial Compressor Predictive Maintenance - Nordic Thingy:53](predictive-maintenance-and-fault-classification/compressor-predictive-maintenance-thingy53.md) |
97 |
| -* [EdenOff: Anticipate Power Outages with Machine Learning](predictive-maintenance-and-fault-classification/edenoff-anticipate-power-outages.md) |
98 |
| -* [Faulty Lithium-Ion Cell Identification in Battery Packs](predictive-maintenance-and-fault-classification/faulty-lithium-ion-cell-identification.md) |
99 |
| -* [Upgrade a Stretch-film Machine: Weight Scale and Predictive Maintenance](predictive-maintenance-and-fault-classification/stretch-film-machine.md) |
100 |
| -* [Fluid Leak Detection With a Flowmeter and AI](predictive-maintenance-and-fault-classification/fluid-leak-detection-with-flowmeter-and-ai.md) |
101 |
| -* [Pipeline Clog Detection with a Flowmeter and TinyML](predictive-maintenance-and-fault-classification/clog-detection-with-ai.md) |
102 |
| -* [Refrigerator Predictive Maintenance](predictive-maintenance-and-fault-classification/refrigerator-predictive-maintenance.md) |
| 96 | +* [Industrial Compressor Predictive Maintenance - Nordic Thingy:53](predictive-maintenance-and-fault-classification/compressor-predictive-maintenance-nordic-thingy53.md) |
| 97 | +* [Anticipate Power Outages with Machine Learning - Arduino Nano 33 BLE Sense](predictive-maintenance-and-fault-classification/anticipate-power-outages-arduino-nano-33.md) |
| 98 | +* [Faulty Lithium-Ion Cell Identification in Battery Packs - Seeed Wio Terminal](predictive-maintenance-and-fault-classification/faulty-lithium-ion-cell-identification-battery-packs.md) |
| 99 | +* [Weight Scale Predictive Maintenance - Arduino Nano 33 BLE Sense](predictive-maintenance-and-fault-classification/weight-scale-predictive-maintenance-arduino-nano-33.md) |
| 100 | +* [Fluid Leak Detection With a Flowmeter and AI - Seeed Wio Terminal](predictive-maintenance-and-fault-classification/fluid-leak-detection-with-flowmeter-seeed-wio-terminal.md) |
| 101 | +* [Pipeline Clog Detection with a Flowmeter and AI - Seeed Wio Terminal](predictive-maintenance-and-fault-classification/pipeline-clog-detection-with-flowmeter-seeed-wio-terminal.md) |
| 102 | +* [Refrigerator Predictive Maintenance - Arduino Nano 33 BLE Sense](predictive-maintenance-and-fault-classification/refrigerator-predictive-maintenance-arduino-nano-33.md) |
103 | 103 |
|
104 | 104 | ## Accelerometer & Activity Projects
|
105 | 105 |
|
106 | 106 | * [Arduino x K-Way - Outdoor Activity Tracker](accelerometer-and-activity-projects/arduino-kway-outdoor-activity-tracker.md)
|
107 | 107 | * [Arduino x K-Way - Gesture Recognition for Hiking](accelerometer-and-activity-projects/arduino-kway-gesture-recognition-weather.md)
|
108 | 108 | * [Arduino x K-Way - TinyML Fall Detection](accelerometer-and-activity-projects/arduino-kway-fall-detection.md)
|
109 | 109 | * [Posture Detection for Worker Safety - SiLabs Thunderboard Sense 2](accelerometer-and-activity-projects/posture-detection-for-worker-safety-silabs-thunderboard.md)
|
110 |
| -* [Hand Gesture Recognition using TinyML on OpenMV](accelerometer-and-activity-projects/hand-gesture-recgnition-using-tinyml-on-openmv.md) |
111 |
| -* [Arduin-Row, a TinyML Rowing Machine Coach](accelerometer-and-activity-projects/arduin-row-tinyml-rowing-machine-coach.md) |
112 |
| -* [Gesture Recognition with a Bangle.js Smartwatch](accelerometer-and-activity-projects/gesture-recognition-with-banglejs-smartwatch.md) |
113 |
| -* [Bluetooth Fall Detection](accelerometer-and-activity-projects/bt-fall-detection.md) |
114 |
| -* [Safeguarding Packages During Transit with AI](accelerometer-and-activity-projects/secure-packages-with-ai.md) |
115 |
| -* [Smart Baby Swing](accelerometer-and-activity-projects/smart-baby-swing.md) |
116 |
| -* [Warehouse Shipment Monitoring using a Thunderboard Sense 2](accelerometer-and-activity-projects/warehouse-shipment-monitoring.md) |
117 |
| -* [Patient Communication with Gesture Recognition](accelerometer-and-activity-projects/patient-gesture-recognition.md) |
118 |
| -* [Hospital Bed Occupancy Detetction with TinyML](accelerometer-and-activity-projects/hospital-bed-occupancy-detection.md) |
119 |
| -* [Fall Detection using a Transformer Model with Arduino Giga R1 WiFi](accelerometer-and-activity-projects/fall-detection-with-transformers-arduino-giga-r1.md) |
| 110 | +* [Hand Gesture Recognition - OpenMV Cam H7](accelerometer-and-activity-projects/hand-gesture-recognition-openmv-cam-h7.md) |
| 111 | +* [Arduin-Row, a TinyML Rowing Machine Coach - Arduino Nicla Sense ME](accelerometer-and-activity-projects/arduin-row-tinyml-rowing-machine-coach-arduino-nicla-sense.md) |
| 112 | +* [Fall Detection using a Transformer Model – Arduino Giga R1 WiFi](accelerometer-and-activity-projects/fall-detection-with-transformer-model-arduino-giga-r1.md) |
| 113 | +* [Bluetooth Fall Detection - Arduino Nano 33 BLE Sense](accelerometer-and-activity-projects/bluetooth-fall-detection-arduino-nano-33.md) |
| 114 | +* [Monitor Packages During Transit with AI - Arduino Nano 33 BLE Sense](accelerometer-and-activity-projects/monitor-packages-during-transit-with-ai-arduino-nano-33.md) |
| 115 | +* [Smart Baby Swing - Arduino Portenta H7](accelerometer-and-activity-projects/smart-baby-swing-arduino-portenta-h7.md) |
| 116 | +* [Warehouse Shipment Monitoring - SiLabs Thunderboard Sense 2](accelerometer-and-activity-projects/warehouse-shipment-monitoring-silabs-thunderboard-sense-2.md) |
| 117 | +* [Gesture Recognition - Bangle.js Smartwatch](accelerometer-and-activity-projects/gesture-recognition-banglejs-smartwatch.md) |
| 118 | +* [Gesture Recognition for Patient Communication - SiLabs Thunderboard Sense 2](accelerometer-and-activity-projects/gesture-recognition-patient-communication-silabs-thunderboard-sense-2.md) |
| 119 | +* [Hospital Bed Occupancy Detection - Arduino Nano 33 BLE Sense](accelerometer-and-activity-projects/hospital-bed-occupancy-detection-arduino-nano-33.md) |
120 | 120 | * [Porting a Posture Detection Project from the SiLabs Thunderboard Sense 2 to xG24](accelerometer-and-activity-projects/silabs-xg24-posture-detection.md)
|
121 |
| -* [Porting a Gesture Recognition Project from the SiLabs Thunderboard Sense 2 to xG24](accelerometer-and-activity-projects/gesture-recognition-on-silabs-xg24.md) |
| 121 | +* [Porting a Gesture Recognition Project from the SiLabs Thunderboard Sense 2 to xG24](accelerometer-and-activity-projects/silabs-xg24-gesture-recognition.md) |
122 | 122 |
|
123 | 123 | ## Air Quality & Environmental Projects
|
124 | 124 |
|
125 |
| -* [Arduino x K-Way - Environmental Asthma Risk Assessment](air-quality-and-environmental-projects/arduino-kway-environmental-risk-assessment.md) |
126 |
| -* [Gas Detection in the Oil and Gas Industry - Nordic Thingy:91](air-quality-and-environmental-projects/gas-detection-thingy-91.md) |
| 125 | +* [Arduino x K-Way - Environmental Asthma Risk Assessment](air-quality-and-environmental-projects/arduino-kway-environmental-asthma-risk-assessment.md) |
| 126 | +* [Gas Detection in the Oil and Gas Industry - Nordic Thingy:91](air-quality-and-environmental-projects/gas-detection-nordic-thingy91.md) |
127 | 127 | * [Smart HVAC System with a Sony Spresense](air-quality-and-environmental-projects/sony-spresense-smart-hvac-system.md)
|
128 | 128 | * [Smart HVAC System with an Arduino Nicla Vision](air-quality-and-environmental-projects/arduino-nicla-vision-smart-hvac.md)
|
129 |
| -* [Indoor CO2 Level Estimation Using TinyML](air-quality-and-environmental-projects/indoor-co2-level-estimation-using-tinyml.md) |
130 |
| -* [Bhopal 84, Detect Harmful Gases](air-quality-and-environmental-projects/detect-harmful-gases.md) |
131 |
| -* [Fire Detection Using Sensor Fusion and TinyML](air-quality-and-environmental-projects/fire-detection-with-arduino-and-tinyml.md) |
132 |
| -* [AI-Assisted Monitoring of Dairy Manufacturing Conditions](air-quality-and-environmental-projects/dairy-manufacturing-with-ai.md) |
| 129 | +* [Indoor CO2 Level Estimation - Arduino Portenta H7](air-quality-and-environmental-projects/indoor-co2-level-estimation-arduino-portenta-h7.md) |
| 130 | +* [Harmful Gases Detection - Arduino Nano 33 BLE Sense](air-quality-and-environmental-projects/harmful-gases-detection-arduino-nano-33.md) |
| 131 | +* [Fire Detection Using Sensor Fusion and TinyML - Arduino Nano 33 BLE Sense](air-quality-and-environmental-projects/fire-detection-sensor-fusion-arduino-nano-33.md) |
| 132 | +* [AI-Assisted Monitoring of Dairy Manufacturing Conditions - Seeed XIAO ESP32C3](air-quality-and-environmental-projects/dairy-manufacturing-with-ai-seeed-xiao-esp32c3.md) |
| 133 | +* [AI-Assisted Air Quality Monitoring - DFRobot Firebeetle ESP32](air-quality-and-environmental-projects/air-quality-monitoring-firebeetle-esp32.md) |
133 | 134 | * [Air Quality Monitoring with Sipeed Longan Nano - RISC-V Gigadevice](air-quality-and-environmental-projects/air-quality-monitoring-sipeed-longan-nano-riscv.md)
|
134 |
| -* [AI-Assisted Air Quality Monitoring with a DFRobot Firebeetle ESP32](air-quality-and-environmental-projects/air-quality-monitoring-firebeetle-esp32.md) |
135 | 135 | * [Methane Monitoring in Mines - Silabs xG24 Dev Kit](air-quality-and-environmental-projects/methane-monitoring-silabs-xg24.md)
|
136 | 136 |
|
137 | 137 | ## Novel Sensor Projects
|
138 | 138 |
|
139 |
| -* [8x8 ToF Gesture Classification](novel-sensor-projects/tof-gesture-classification.md) |
| 139 | +* [8x8 ToF Gesture Classification - Arduino RP2040 Connect](novel-sensor-projects/tof-gesture-classification-arduino-rp2040-connect.md) |
140 | 140 | * [Food Irradiation Dose Detection](novel-sensor-projects/food-irradiation-detection.md)
|
141 | 141 | * [Bike Rearview Radar](novel-sensor-projects/bike-rearview-radar.md)
|
142 | 142 | * [Applying EEG Data to Machine Learning, Part 1](novel-sensor-projects/eeg-data-machine-learning-part-1.md)
|
|
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