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