[Chennaipy] Meeting Minutes for the chennaipy meetup dated 27-Nov-2021
Saravanan K
find.saravanan.kalirajan at gmail.com
Sat Nov 27 09:05:23 EST 2021
There were three topics from speakers and two lightning talks from the
attendees.
*Micropython on ESP32 - Pravin Raghul*
Micro python is both space and compute optimized equivalent of cpython
interpreter that can be used in embedded devices.
Micro Python aims to bridge the gap for providing python programmability to
embedded devices which are typically resource constrained.
https://micropython.org/
ESP32 is a micro controller board.
https://www.espressif.com/en/products/socs/esp32
Speaker used minicom program to login to the ESP board.
Adafruit ampy is used to execute python modules on ESP32
Precompiling python module with mpy-cross tool will help in boosting
performance while lowering footprint in RAM of the device.
Some of the other techniques to achieve perf boost by use of native code
emitter, viper code emitter were explained.
*Tiny MLOPs - Soham Chatterjee*
Challenges in running ML at edge devices in IOT environment.
How things are done TinyML world compared to ML at datacenter servers
MLOPS stands for Machine Learning + Operations which deals with the
discipline of deploying, monitoring and maintaining ML pipelines in edge
devices.
*OpenCV introduction: Vijay Kumar*
GUI Testing automation with OpenCV
How to identify elements from screen using openCV framework.
OCR is used to identify the captions on the UI elements.
Demo of automated testing of graphical calculator app.
Problems faced in OCR library for reading single characters as OCR
softwares are usually programmed to read large texts
*API testing with jmeter - Thangaselvi*
Talked about Apache Jmeter, Pros and Cons of using this tool for
performance testing
Demoed accessing google.com page with Jmeter
Jmeter tool has options to add pre-processor and post processor steps to
perform certain useful functions
https://www.opensourceforu.com/2021/08/test-your-software-with-jmeter/
*Kafka introduction- Ibrahim Sha*
What is kafka, kafka topic, producer, consumer and broker.
How kafka is analogous to rabbitmq and celery framework in python.
Python library used for kafka message processing. Showed some sample
program that is processing kafka messages from a topic.
Best,
Saravanan.
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