ProCodeCG – Coding Camp – Machine Learning – Day #2 – 9 July 2019

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Day #2 of Machine Learning Coding Camp 🙂 We are exploring more difficult projects and start to think about projects to be created tomorrow. The projects should be original and can be done in teams 😉

Kinan is working hard on several projects, one of them is to determine the best way to go to school and also a project to differ two different objects

 

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Sandra is working really hard today

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The first project is Chatbot that works so well

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The second one is an original project that can tell you One Direction personnel when we type in things related to them 🙂

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Sandra did a lot of research and entered lots of data sets 🙂

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It worked perfectly

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and had been tested by a true Directioners 😀

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The data sets ;D

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Sarah is also very productive today

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The first project is Sorting Hat

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Worked perfectly 😉

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nice drawing, btw 😉

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The second project is Pacman

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It also worked nicely!

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And the third project is Tamagotchi project 🙂

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super cute project and super cute drawings 🙂

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Kiran

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But before that, she created this Tourist Recommendation Project

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The Pacman project

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Kinan’s Pacman can avoid the Ghost for 12 moves 😉

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The report

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Bebe’s first project today is defining books category from the cover of the book

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the second project is the Pacman

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the third one is the Tourist Recommendation Project

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Bebe is teaching Hafiz the Pacman Project because it is very difficult 😉

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Kimi’s first project is Rock, Scissor, Paper Project. Worked well!

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The second is recognising sounds for places

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The report 🙂

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Hafiz

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Hafiz’s first project today is Tourist Recommendation Project

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and then the Pacman

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The report 😉

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Ariel had just joined us today 🙂

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He started with the Titanic project

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so he had to install Python

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Ariel’s first Python Machine Learning project 🙂 *yes, Jack did not survived 🙂

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the next project is to recognize pictures

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and the third is to differ nice and bad words 🙂

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The report 🙂

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Renald joined the class today like Ariel

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Ren gone through mostly the same thing as Ariel

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The report

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Capt. Faris on duty

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Capt. Faris is responsible to help Bima and Kresna exploring Tensorflow and Keras 🙂

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Bita

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The first project is about the best way to get to school 🙂

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The report

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Cinta

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the first project is Chatbot

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The next is classifying books

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The report

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Bima is exploring Keras and Tensorflow today

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we’re training the system to read numbers

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observing the result

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trying different codes and configurations

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learning about CNN

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Kresna did some exploration in AWS Machine Learning

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and then back to Tensorflow to Keras offline

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Kresna’s first object detection with Tensorflow 🙂

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Lunch break

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The class

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*Additional session: Fadhlan consulting his robot. We have to debug this obstacle avoiding-mapping robot for a competition in Russia, October 2019 😀

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An interesting class, indeed 🙂 These guys know each other and been in the same robotic competitions 😀

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Photos and videos are also available here

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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