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ANN Drones
ANN Drones Duration: 40 hrs
- Intro to AI, Big data, Deep learning
- DL Algorithms/Frameworks, Comparison, Lab : Comparing Example
- Neural Networks, DCNN Intro, Lab: DCNN Framework
- Using DCNN, Image processing, Feature Detection, Lab :Object Recognition
- Combining DCNN and IP, Tuning results, Lab : Face Recognition
- DL and NN relation, Lab :Real Life Problem Solutions
- Continous IP with artificial neurons, Lab :Sloving Image Streams
- Machine learning, Lab : Examples of two algos
- Nearest Neighbors Model, Lab Solving Problem with NN
- Image Retrival, Lab Live Example
- Embedded Systems, Raspberry Pi
- Lab: Linux Commands, Schematics of the model
- Getting started with firmware, Implementing algorithms, Lab : Python Codes,
- Testing algos, Running AI and ML codes, Lab Live Examples
- Drones, History & Evolution, Usage and Application, Copters – trio, quad, hexa, octa
- Lab Working with Drones, Mechanical Structure, Motors and ESC
- Lab : Testing Motors with Controllers, Telemetry & Communication
- Communication Protocols, Comparison & best copter selection
- Mounting parts and electronics, Lab Live demo of Assemnling
- Interfacing Pi and motor drivers, Deploying firmware for pilot controls
- Lab Testing Software with Real time Flying, Complete setup
- Final testing,lab-1 for demonstration, lab-2 for demonstration