ProCodeCG – Coding Camp End 2019 – Machine Learning, White Hacking, Creating Games & GOLANG – Day #3 – 1 Jan 2019

Day #3 is time to finished up the projects 🙂

Joe

is learning some machine learning implementation with Thunkable

and then download the app to the mobile phone

the code

The app can detect object from the pic taken by camera

the app displays the description of the object

and Joe learned to add text to speech code so the app will also announce the object detected out loud 🙂

Joe is really interested in learning White Hacking, he asked for permission if he was allowed to start installing Kali Linux 🙂 Too bad the Virtual Box cannot be installed to Joe’s Macbook probably because the Mac OSX has not been updated to the newest version

Joe accompanying Ardhi doing hacking 😀

Faishal has been working really hard developing custom object detection with TensorFlow

and we finally can make it learn! 🙂

and shows the TensorBoard! Later Faishal has successfully completed all the steps and compile the object detection test code with jupyter notebook without errors, after several hour struggling with errors and installation and kernel switching 😀

Djalu finally patches most of the bugs in his Pizza Order Application in GOLANG 🙂

It now has full features

and runs beautifully and smoothly 😉

super awesome! congrats, Djalu! 🙂

Ardhi is doing several hacking today: hacking Android, Windows, Facebook and Google Sign-In 🙂

Successfully steal a Google Sign-In

and then steal a Facebook login

but not yet successfully hack any Androids or Windows because most of the devices are strongly protected by the OS and anti-viruses, so hacking is really not that easy 😉 This is just to show you how to be more careful protecting your devices 🙂

Kinan adding loads of codes to the game and make it more realistic 🙂

we added different lives for the enemy. it takes more shots to make a bigger enemy disappear

now is the time to add more levels to the the game

and also add lives for the player, so the player will have 3 lives before the game ends

we will keep adding features to the game because Kinan seems to like this game very much 🙂 but the target for this camp has been covered 🙂

Lunch time

The class

All have different topics in this class but all have finished the projects 🙂 until next time, buddies! 🙂

*Photos and videos are also available here

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ProCodeCG – Coding Camp End 2019 – Machine Learning, White Hacking, Creating Games & GOLANG – Day #2 – 31 Dec 2019

Day #2! Everything is getting more interesting 🙂

Faishal decided to use Ubuntu instead of Windows to do his Tensorflow Machine Learning project 😉

tensorflow is already installed (very easily compared to installing it to Windows 🙂 )

Faishal is making a customized object detection

to detect flower and tree

Faishal had done training with customized data sets, and tomorrow will do the tests 😉

Kinan is constantly making huge progress 🙂

she has done the layout of of the room

and start to code the objects

adding more assets

adding scores and tomorrow we will add lives 😉

Joe did lots of work today

Pacman Machine Learning

Rock Paper and Scissors

Zombie Guess

Tic-Tac-Toe

Tourist Info

Detecting Hoax

Larry or Not Larry

and more projects 😉

Ardhi is exploring ifconfig, nmap, etherape and angryIP

and then start to crack password with Hydra and Johnny 😉

Djalu’ 4 hundreds’ line of codes is finally working 🙂

we just need to check the flow of the code and make sure that each function works 😉

awesome work Djalu!

The class

*Photos and videos are also available here

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

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

start the training

testing 🙂

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 😉

*Photos and videos are also available here

ProCodeCG – Private Training – Object Classification with Tensorflow – 11 Sept 2019 – Day #4

Day #4 🙂

We finally figured out all errors and managed to make Tensorflow learn our own datasets 😉

Lots of things is going on, so many files to be modified

we’re going to make a proper notes and tutorial for this long and tiring process 😀

We’re going to add more datasets and categories next week 🙂

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

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

 

Sandra is working really hard today

The first project is Chatbot that works so well

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

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

It worked perfectly

and had been tested by a true Directioners 😀

The data sets ;D

Sarah is also very productive today

The first project is Sorting Hat

Worked perfectly 😉

nice drawing, btw 😉

The second project is Pacman

It also worked nicely!

And the third project is Tamagotchi project 🙂

super cute project and super cute drawings 🙂

Kiran

But before that, she created this Tourist Recommendation Project

The Pacman project

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

The report

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

the second project is the Pacman

the third one is the Tourist Recommendation Project

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

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

The second is recognising sounds for places

The report 🙂

Hafiz

Hafiz’s first project today is Tourist Recommendation Project

and then the Pacman

The report 😉

Ariel had just joined us today 🙂

He started with the Titanic project

so he had to install Python

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

the next project is to recognize pictures

and the third is to differ nice and bad words 🙂

The report 🙂

Renald joined the class today like Ariel

Ren gone through mostly the same thing as Ariel

The report

Capt. Faris on duty

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

Bita

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

The report

Cinta

the first project is Chatbot

The next is classifying books

The report

Bima is exploring Keras and Tensorflow today

we’re training the system to read numbers

observing the result

trying different codes and configurations

learning about CNN

Kresna did some exploration in AWS Machine Learning

and then back to Tensorflow to Keras offline

Kresna’s first object detection with Tensorflow 🙂

Lunch break

The class

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

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

Photos and videos are also available here

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

We finished the #3 and #4 session today 😉

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

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

Some of the results today

 

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

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

Day #2 of deep learning with YOLO 😉

 

Today we will test object detection with darknet and darkflow configuration

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

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

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

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

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

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

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

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

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

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 Kids Regular Coding Class – 30 Mar 2019

Coding crowd this Saturday 😉

Hafiz is working on Plant vs Zombie Game. It is quite difficult and takes more time to develop than the previous ones

Preparing the sprites

the assets

each sprite is carefully designed 🙂

the background

Testing plant placing

The objects are now placed neatly in the room 😉

More objects added 🙂 Nice! Next is to add scoring and spawning the zombie randomly 🙂

Sam’s work is getting harder and harder to do since the target is to release this app to PlayStore

We need to think how to manage the screens and the size of the app

We are discussing the screen flow and the best UI/UX design especially to show the user the progress of memorizing the Juz’Amma

we just realized that Sam’s app has too many screens and that makes the app size grows. The more the screens, the harder it is to manage

Capt. Faris had his own app developed with Android Studio, and he shared his architecture to us

it is time to throw in database 😉 and the trick is to create limited screen, and reload the view from the database

so Sam has to learn about accessing TinyDB 😀

It leaves him like this LOL

Fadhlan, stop eating the candy and start to work! 😀

We have to work on this: testing the right and left motor plus the controller, and make it navigates

Working hardddd there you go 😀

Capt. Awa helped us testing the robot *and ran away when the robot was activated because it refuse to avoid obstacles LOL but at least we know that button, LED, buzzer, wheels, are working and we just need to check the ultrasonic before adding compass and bluetooth module 😀

Capt. Faris and his research 😀 He was given a challenge to learn how to prevent shoplifting with camera object detection

Capt. Awa, brought new toys!

The new stuffs have the same size as a coin!

wowww, modules for TinyDuino

But we still couldn’t get these little mates to work :(( We suspected the USB-UART driver or probably the port

So Capt. Awa explored another thing: basic electronics simulation

and then helping us with the robot

the robot was going in circles so Capt. Awa helped us switching the polarity 🙂

Testing is done for today (too many things being hit by the robot LOL)

Badi’s website is ready to be uploaded to public 🙂 Today Badi will buy domain and hosting and upload it

We’re searching for the best option, and after we got one, Pavilion19 will have a website 🙂

Aidia is so excited about her Minecraft Project today 🙂

She brought lots of books for references 🙂

Aidia does both design and mechanical structures in Minecraft

Look at this: she created a locker system below a beautiful building she designed 😉 How nice!!!

Inside the locker corridor 🙂 Next week we’re going to add button to get a specific locker sent to a specific person 😉

Al is going to make another animation, yaaay 🙂

He’s getting better 🙂

Al finds references on the internet to get more ideas

And he created animation for educational purposes like this one 🙂

We have a newcomer: welcome Andra 🙂

Like the others, Andra had to go through the intro to programming

One challenge down

Now another one, and Andra can do it very quickly with lots of excitement 🙂

Yogi came with the same problem from the last class: displaying a score that follows the object 🙂

This one worked for Game Maker Studio 2 but not with version 1 so we tried so many ways and still couldn’t figure it out. Don’t worry Yogi we’ll work it out

Syadad is now ready for a code combat 😉

Syadad is very excited with this challenge, especially because now he has a friend: Andra 🙂

Next week Syadad will be ready for creating games yaay!!!

Until then! 😉

*Photos and videos are available here

ProCodeCG – DevCember 2018 – 22 Dec 2018

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

ProCodeCG Kids wait for their turn 🙂

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

and example of counting objects from a few days before

and then we took the picture of the audience

and count the people and it worked 😉

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

Now it’s ProCodeCG Kids turn 🙂

Fadhlan with his brother: Farshad 🙂

Preparing the slides while babysitting 😀

Capt. Awa preparing the presentation

This cat feeder will be activated via wifi 🙂

Nares preparing the slides 🙂

The whole family is there to support the kids 😉

Now the presentation 😉 Capt. Awa

The audience 😉

Fadhlan

Nares

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

Closing speech 🙂

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

*Photos and videos are also available here