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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predictions//embedr.flickr.com/assets/client-code.js
 

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

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ProCodeCG – BDV – Creating Private Blockchain – 11 Dec 2018 – Day #3 #4

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Day #3 and #4 of Creating Private Blockchain Workshop 🙂

Today we develop a blockchain implementation for election/voting 🙂

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Election Results 🙂

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The code

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The class

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Setting up for vlog 😀

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After class

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Having big headache LOL

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*Photos and videos are also available here

ProCodeCG – BDV – Creating Private Blockchain – 3 Dec 2018 – Day #1 #2

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We’re ready to create our private blockchain today 🙂

Mbak Ayu from BDV is opening the workshop 🙂 Thanks to BDV for providing us with everything: classroom, internet connection, lunch and great opportunities to learn together 🙂

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Now Blockchain opportunities 🙂

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How transaction is performed and recorded

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A simple blockchain demo

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The class

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Some screenshots of what we did in class 😉

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We can do transactions and even stealing each other ether 😀

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A big leap today 🙂 Going to learn how to do voting with blockchain on the next class 🙂

*Photos and videos are also available here

ProCodeCG – BDV – Intermediate Machine Learning with Python – 19 Nov 2018 – Day #3 #4

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Today we learn how to train using a dataset to recognize handwriting

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Installing and debugging process

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and then we took video of all participants’ face to be feed in to the training data and be processed for later recognition

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lining up for the recognition process

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The tools and the crew of PT. RKB doing the whole face recognition process

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The class 🙂

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so many things we have learned today 🙂 The server crashed while processing the face data but this showed us the kind of obstacles that might occurs in the process of machine learning 😉

See you again on the next topics 😉

 

ProCodeCG – BDV – Intermediate Data Analysis with Python – Day #4

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The last day of the workshop 🙂 We learned how to get positive and negative comments and analyse it 🙂

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We use data from AirBnB and Twitter, and also learned some GraphQL formats from Instagram 🙂

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We learned so much we couldn’t upload it all here 🙂 Until the next workshop 😉