workshop

ProCodeCG – Tel U – School of Computing – Node-RED Training – 28 October 2019

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Today we learn Node-RED with Arduino for IoT 🙂

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starting with installations

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and then creating nodes

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and make dashboard 🙂

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then we start to wire Arduino and sensors

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and control the circuit via Node-RED 😉

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and then connect more complex nodes

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and then show the sensor readings to dashboard 😉

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we covered all the tasks should be done today, there are some intermittent bugs related to OS, software configurations etc., but in general the training went very well 🙂

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Thanks for having ProCodeCG 🙂

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ProCodeCG – Private Training – Object Classification with Tensorflow – 25 Oct 2019 – Day #5

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Today we’re ready to add more data train the machine 😀 we have 3 different case and here’s how we’re doing 😀

Adding more data

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start the training

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testing 🙂

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we have finished about 80 – 90% of the work 🙂 the next thing to do is adding more data, do more training and make documentation 🙂 Wish these guys luck so they can be graduated very soon 😉

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*Photos and videos are also available here

ProCodeCG – Tel U – School of Computing – Data Science Training – Day #2 – 7 August 2019

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Day #2 of Data Science Training at School of Computing – Telkom University 🙂

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Today we learn how to crawl data from Instagram, processing it, make analysis and visualisation

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The data

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The results

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this is the result of very latest topics 😉

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Thank you very much to School of Computing – Telkom University giving ProCodeCG an honour to share a bit what we know about Data Science 🙂

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ProCodeCG – LAPAN – BackEnd Programming Training – 30 July 2019

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Today ProCodeCG is very proud to give training for LAPAN (Lembaga Penerbangan dan Antariksa Nasional/The National Institute of Aeronautics and Space).

Bapak Adi Witono, MSi, Division Head of Program and Facility Division – Space Science Center LAPAN (Kepala Bidang Program & Fasilitas Pusat Sains Antariksa LAPAN)  and Dr. Emanuel Sungging Mumpuni, Division Head of Dissemination – Space Science Center LAPAN (Kepala Bidang Diseminasi, Pusat Sains Antariksa LAPAN) give opening speech before the training started

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The participants have different education backgrounds and come from different divisions with different job descriptions

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Some of we learned today 🙂 We learned BackEnd Programming with PHP

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MySQL

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creating login app with PHP to access database

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displaying data from database

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and then we learned to use Python for Data Science 🙂 We begin with data visualization 🙂

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we used example data

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and then started to use specific data used in the office (each participant should use own specific data)

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we tested data in .txt, .csv and also .json

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This is Observation Room in LAPAN, displaying real data from space 🙂 We will give report about this next time when we have opportunity to visit this room and see things closer 🙂

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Thanks LAPAN for inviting ProCodeCG 🙂 Hoping to be able to visit LAPAN again very soon 🙂

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*Photos and videos are also available here

ProCodeCG – Reviewing – Coding Mum for Disabilities – 22 July 2019

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It is an honour for ProCodeCG to be invited by Coding Mum for Disabilities and Art Therapy Center to review the presentation of the participants of the class who had learned front end programming (HTML, CSS, JavaScript) for 8 days in a row 🙂 The facts that the participants can produce amazing website design shows their hard work and of course the mentors 🙂

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Opening Speech by Ibu Anun, Special Treatment Program Coordinator

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The students who will presentate their works

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Prayudi Utomo, the Lead Mentor

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Nabila

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Edo

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Khalil

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Krisna Nugraha

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Salma

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Putri

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Ghausu Silmi

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Fitri

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Betara

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Kintan

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Hilman

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Luthfi

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Luthfi’s drawing Ibu Poppy Savitri, Director of Creative Economy Education – Bekraf

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Bisma

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Danika

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Narendra (with his father)

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The sign language interpreters

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Closing Speech by Ibu Poppy Savitri, Director of Creative Economy Education – Bekraf

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Ibu Poppy and Ibu Susi (CEO of Kolla) handing over certificates for Coding Mum for Disabilities Participants

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Closing applause 🙂

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*Photos and videos are also available here

YouTube Video:

ProCodeCG – BDV – Technical Series #8 – Machine Learning Object Detection with YOLO – 8 April 2019 – Day #3 #4

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We finished the #3 and #4 session today 😉

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We explored both darknet and darkflow object detection today. This is the example of darkflow object video with camera

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We tried very hard to make either darknet or darkflow works on each computer

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Some of the results today

 

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The project today is to create our own dataset of 3 kind of instant noodle: Indomie, Supermie and MiSedap. We had to download the picture, put box around it and label it, make the system learn and then see if it can classify or detect the object

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At the end of the class we were still figuring out about how to get the new weights to train our dataset. The process took lots of time, we had to continue the rest at home 🙂

 

*Photos and videos are also available here
Most of the photos are courtesy of Telkom Bandung Digital Valley

ProCodeCG – BDV – Technical Series #8 – Machine Learning Object Detection with YOLO – 8 April 2019 – Day #2

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Day #2 of deep learning with YOLO 😉

 

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Today we will test object detection with darknet and darkflow configuration

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It of course took a lot of effort and resources (in terms of time and computational resources :D)

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Every participants are free to decide darkflow or darknet. But both implementations are expected.

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Some of the participants use Google Colab so they can make use of the GPU 😉

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An example of the object detection we learned today 🙂

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*Photos and videos are also available here
Most of the photos are courtesy of Telkom Bandung Digital Valley

ProCodeCG – BDV – Technical Series #8 – Machine Learning Object Detection with YOLO – 1 April 2019 – Day #1

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Our training about Deep Learning and YOLO for object detection, Day #1 😉

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Like usual, the first day of the workshop is about basic theories and then installing saga 🙂

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Our target for today is installing Python, virtualenv, tensorflow, requests, numpy, cython, opencv, and nmv

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but since there are lots of operating systems and configurations, we could go as far as installing virtualenv and tensorflow and for some: hello world in tensorflow

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The complexity of the tasks is shown here 😀 *look at the faces LOL

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Next week we will learn about object detection theories and continue the installations 😉

*Photos and videos are also available here. Most of the photos are courtesy of Telkom Bandung Digital Valley

ProCodeCG – DevCember 2018 – 22 Dec 2018

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Today we’re invited here to speak about Machine Learning and IoT 🙂

ProCodeCG Kids wait for their turn 🙂

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We gave a demo about Object Detection with Tensorflow to count objects 🙂

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and example of counting objects from a few days before

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and then we took the picture of the audience

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and count the people and it worked 😉

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Us after the presentation 🙂 Thanks for joining the short class 🙂

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Now it’s ProCodeCG Kids turn 🙂

Fadhlan with his brother: Farshad 🙂

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Preparing the slides while babysitting 😀

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Capt. Awa preparing the presentation

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This cat feeder will be activated via wifi 🙂

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Nares preparing the slides 🙂

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The whole family is there to support the kids 😉

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Now the presentation 😉 Capt. Awa

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The audience 😉

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Fadhlan

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Nares

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The audience answered our questions correctly got a gift from Traveloka 🙂

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Closing speech 🙂

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So proud to be able to be speakers on this awesome event 🙂

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*Photos and videos are also available here

ProCodeCG – Yasporbi – Training of Trainer How to Teach Kids Coding – 17 Jan 2019 – Day #3

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Day #3: building curriculum to teach kids coding 🙂

We reviewed some reliable references like international journals and books to compare the most suitable curriculum to be applied

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We started to write curriculum documents and reports

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And did lots of brainstorming to make sure we did it right

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These teachers and principals made a great achievement today and they are ready to return to the school bringing the new skills to be implemented there

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It is an honour to be able the meet these great educators 🙂

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Didn’t forget to bought some tahu bulat to bring back home 😀

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Have a nice and safe journey, until we meet again 🙂 Thank you for everything 🙂

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*Photos and videos are also available here