DAY 5:
- Read the paper "Differentially Private Federated Learning: A Client Level Perspective" #reading_paper_discuss papers discussion club
- Took Quiz - https://www.surveymonkey.com/r/2ZN8NGC #reading_paper_discuss
- Started reading book "A Whirlwind Tour of Python" to brush up python code syntax for fast.ai lectures I would like to thank and encourage @Sourav @Erin Hu @Tushita Singh @pranita shrestha @erinSnPAI @Helena Barmer @Joyce Obi #60daysofudacity
DAY 6: Completed Project Additive Secret Learning https://colab.research.google.com/drive/1eyzfPVZLLMOOHN9qfvkY5OwL7Em8_oED#scrollTo=IMXVCvUgY3XG Downloaded Data for Kaggle Competition from gcloud: https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/overview/siim-cloud-healthcare-api-tutorial with my team
I would like to thank for encouragement. Keep up your good work! #60daysofudacity
DAY 7:
- Studied the rules and kernels shared by other participants in the competition to get started:
- Started to play with the data to get more insight about the data.
- Virtual meetup with my team for the kaggle project.
- We evaluated last week's progress and planned for next week.
- Participated in virtual meetup organized by women who code. #60daysofudacity
DAY 8: Started MIT lectures on deep learning, Lecture 1: https://www.youtube.com/watch?v=O5xeyoRL95U
Started searching for the data for the project "Real time Object Detection"
Started python course Unit I from World Quant University by Data incubator along with friends
#60daysofudacity
DAY 9:
- Viewed MIT lectures on deep learning for self driving cars(Lecture 2) to understand various algorithms used for object detection.
- Updated project github repo with dataset, algorithms and resources for "real time object detection". https://github.com/mahakbansal/Object-Detection-60daysofudacity
- Started reading GAN paper https://papers.nips.cc/paper/5423-generative-adversarial-nets.pdf #reading_paper_discuss papers discussion club
- Continued Python tutorials from WQU.
I would like to thank all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Manisha @Erin Hu @Tracy Adams #60daysofudacity
DAY 10:
- Completed Topic "Fixed precision Encoding and Secret Sharing" of Lesson 8. Working on the project(read code examples from pysyft website).
- Continued reading GAN paper https://papers.nips.cc/paper/5423-generative-adversarial-nets.pdf #reading_paper_discuss papers discussion club
- Continued Python tutorials from WQU.
I would like to thank all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Manisha @Erin Hu @Tracy Adams #60daysofudacity
DAY 11:
- Completed project and Lesson 8 and started Lesson 9
- Continued reading GAN paper https://papers.nips.cc/paper/5423-generative-adversarial-nets.pdf #reading_paper_discuss papers discussion club
- Continued Python tutorials from WQU. #60daysofudacity
DAY 12:
- Revisited data pre-processing https://colab.research.google.com/drive/1U_tJ6yrYNM20oRVgNT8yVYE-qVM_PKOC#scrollTo=yosGKuBIwYZv
- Revisited PCA(Principal Component Analysis)
- Continued Python tutorials from WQU.
- Meetup with study group #sg_wrldwde-women-cdrs #60daysofudacity
DAY 13:
- Created repo for group project (Kaggle competition): https://github.com/shashigharti/secure-ai
- Revisited PCA(Principal Component Analysis) Contd..
- Continued Python tutorials #60daysofudacity
DAY 14:
- Watch videos of PCA to understand the basics.
- Practiced conversion of dicom images to .png (Kaggle competition): https://github.com/shashigharti/secure-ai
- Updated code to convert images locally and in collab https://github.com/shashigharti/secure-ai/tree/master/week2
- Created new wiki https://github.com/shashigharti/secure-ai/wiki/Week2
- Revisited topic "Encrypted Database" of lesson 9
I would like to thank all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Manisha @Erin Hu @Tracy Adams @Frida @Sanskriti Bajaj @Erika Yoon @mohit @nora @labiba #60daysofudacity
DAY 15:
- Completed all the python lectures of WQU (first week)
- Researched for object detection use cases and updated the repo (https://github.com/mahakbansal/Object-Detection-60daysofudacity)
- Started reading paper "Focal Loss for Dense Object Detection" https://arxiv.org/abs/1708.02002
I missed two virtual sessions with team members due to some urgent work.
I would like to thank all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Manisha @Erin Hu @Tracy Adams @Frida @Sanskriti Bajaj @Erika Yoon @mohit @nora @labiba #60daysofudacity
DAY 16:
- Started working on kaggle competition https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation
- Started practicing the tutorials of pysyft: https://github.com/OpenMined/PySyft/tree/dev/examples/tutorials
I would like to thank all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Manisha @Erin Hu @Tracy Adams @Frida @Sanskriti Bajaj @Erika Yoon @mohit @nora @labiba #60daysofudacity
DAY 17:
- Finally! My first step towards open source contribution 🙂 OpenMined/PySyft#2364 .Thank you @helena and @shubanjijena for the motivation.
- Lots of code reading(pysyft) since yesterday before committing my changes.
I would like to thank all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Manisha @Erin Hu @Tracy Adams @Frida @Sanskriti Bajaj @Erika Yoon @mohit @nora @labiba #60daysofudacity
DAY 18:
- Completed Project of WQU week I Lectures
- Continued study of Pysyft (https://github.com/OpenMined/PySyft)
- Read articles related to object detection using YOLO(in Pytorch). Playing with code to understand the basics of object detection.
I would like to thank all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Manisha @Erin Hu @Tracy Adams @Frida @Erika Yoon @Mohit @Nora @Labiba @Joyce Obi @Seeratpal K. Jaura @Manisha #60daysofudacity
DAY 19:
- Contd. Lectures of WQU , week II
- Contd. study of Pysyft (https://github.com/OpenMined/PySyft)
- Reading articles for YOLO (Object detection)
- Contd. working on Kaggle competition(https://github.com/shashigharti/secure-ai)
I would like to thank you all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Manisha @Erin Hu @Tracy Adams @Frida @Erika Yoon @Mohit @Nora @Labiba @Joyce Obi @Seeratpal K. Jaura @Manisha @SusanW @Oudarjya Sen Sarma @Ayesha Manzur @Sayali_Kutwal @Evi @Carlo David @Droid @Eileen @Maria #60daysofudacity
DAY 20:
- Contd. Lectures of WQU , "Algorithms and Complexity Analysis" week II
- Participated in group discussion of 'Pytorch Robotics' sg_pytorch_robotics
- Started Phase II of SQL Summer Camp (Kaggle) - Video I would like to thank you all for your encouragement and motivation
@Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Manisha @Erin Hu @Tracy Adams @Frida @Erika Yoon @Mohit @Nora @Labiba @Joyce Obi @Seeratpal K. Jaura @Manisha @SusanW @Oudarjya Sen Sarma @Ayesha Manzur @Sayali_Kutwal @Evi @Carlo David @Droid @Eileen @Maria#60daysofudacity
DAY 21:
- Contd. Lectures of WQU, "Computational/Time Complexity" week II
- Created github repo for 'Pytorch Robotics' sg_pytorch_robotics.
- Resumed udacity lesson 9 'Build An Encrypted Database'. https://github.com/shashigharti/secure-privateai-scholarship-challenge/blob/master/course-exercise-n-projects/Encrypted_Deep_Learning.ipynb I would like to thank you all for your encouragement and motivation
@Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Manisha @Erin Hu @Tracy Adams @Frida @Erika Yoon @Mohit @Nora @Labiba @Joyce Obi @Seeratpal K. Jaura @Manisha @SusanW @Oudarjya Sen Sarma @Ayesha Manzur @Sayali_Kutwal @Evi @Carlo David @Droid @Eileen @Maria#60daysofudacity
DAY 22:
- Studied YOLO Object detection
- Studied about (IOU, Nonmax suppression) in object detection and localization
- Attended virtual meetup with sg_wonder_vision and sg_wrldwde-women-cdrs
I would like to thank you all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Manisha @Erin Hu @Tracy Adams @Frida @Erika Yoon @Mohit @Nora @Labiba @Joyce Obi @Seeratpal K. Jaura @Manisha @SusanW @Oudarjya Sen Sarma @Ayesha Manzur @Sayali_Kutwal @Evi @Carlo David @Droid @Eileen @Maria #60daysofudacity
DAY 23:
- Contd. Lectures of WQU "Memory Complexity & Data Structures " and "Recursion & Memoization"
- Contd. study of "YOLO algorithm" and paper "Focal Loss for Dense Object Detection"
I would like to thank you all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Erin Hu @Tracy Adams @Frida @Erika Yoon @Mohit @Nora @Labiba @Joyce Obi @Seeratpal K. Jaura @SusanW @Oudarjya Sen Sarma @Ayesha Manzur @Sayali_Kutwal @Evi @Carlo David @Droid @Eileen @Maria @Anju Mercian #60daysofudacity
DAY 24:
- Practiced image processing using OpenCV, Matplotlib and Skicit-learn
- Contd. Lectures of WQU "Object Oriented Concept in Python"
I would like to thank you all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Erin Hu @Tracy Adams @Frida @Erika Yoon @Mohit @Nora @Labiba @Joyce Obi @Seeratpal K. Jaura @SusanW @Oudarjya Sen Sarma @Ayesha Manzur @Sayali_Kutwal @Evi @Carlo David @Droid @Eileen @Maria @Anju Mercian #60daysofudacity
DAY 25:
- Contd. Practicing image processing using OpenCV, Matplotlib and Skicit-learn
- Read article and documentation of Skicit about data augmentation(Scaling, Rotating etc)
- Applied image processing technique in 'Cats-Dogs' dataset from Kaggle competition I would like to thank you all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Erin Hu @Tracy Adams @Frida @Erika Yoon @Mohit @Nora @Labiba @Joyce Obi @Seeratpal K. Jaura @SusanW @Oudarjya Sen Sarma @Ayesha Manzur @Sayali_Kutwal @Evi @Carlo David @Droid @Eileen @Maria @Anju Mercian #60daysofudacity
DAY 26:
- Contd. Practicing image processing using OpenCV, Matplotlib and Skicit-learn
- Practicing CNN with 'Cats and Dogs' dataset
I would like to thank you all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Erin Hu @Tracy Adams @Frida @Erika Yoon @Mohit @Nora @Labiba @Joyce Obi @Seeratpal K. Jaura @SusanW @Oudarjya Sen Sarma @Ayesha Manzur @Sayali_Kutwal @Evi @Carlo David @Droid @Eileen @Maria @Anju Mercian #60daysofudacity
DAY 27:
- Completed lesson 9 & lesson 10 but planning to review again using PySyft tutorials
I would like to thank you all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Erin Hu @Tracy Adams @Frida @Erika Yoon @Mohit @Nora @Labiba @Joyce Obi @Seeratpal K. Jaura @SusanW @Oudarjya Sen Sarma @Ayesha Manzur @Sayali_Kutwal @Evi @Carlo David @Droid @Eileen @Maria @Anju Mercian #60daysofudacity
DAY 28:
- Completed Paper "Focal Loss for Dense Object Detection"
- Contd WQU course "python, pythonisms, pythonic"
I would like to thank you all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Erin Hu @Tracy Adams @Frida @Erika Yoon @Mohit @Nora @Labiba @Joyce Obi @Seeratpal K. Jaura @SusanW @Oudarjya Sen Sarma @Ayesha Manzur @Sayali_Kutwal @Evi @Carlo David @Droid @Eileen @Maria @Anju Mercian #60daysofudacity
DAY 29:
- Contd. WQU Lectures - Completed all the lessons of week III
- Attended Virtual meetup #sg_wonder_vision @Helena Barmer @Mahak Bansal @Pooja Vinod @James Korge @nabhanpv @Vipul Aggarwal @Jess @Sreekanth Zipsy @Rupesh Purum @erinSnPAI @Temitope Oladokun @Dammy @Vamsi @Joyce Obi @Sourav @Droid @Shashank Jain @Deasy Indrawati @Anshu Trivedi @Abhishek Tandon @Seeratpal K. Jaura
I would like to thank you all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Erin Hu @Tracy Adams @Frida @Erika Yoon @Mohit @Nora @Labiba @Joyce Obi @Seeratpal K. Jaura @SusanW @Oudarjya Sen Sarma @Ayesha Manzur @Sayali_Kutwal @Evi @Carlo David @Droid @Eileen @Maria @Anju Mercian #60daysofudacity
DAY 30:
- Setting up raspberry pi using headless method(https://hackernoon.com/raspberry-pi-headless-install-462ccabd75d0)
I would like to thank you all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Erin Hu @Tracy Adams @Frida @Erika Yoon @Mohit @Nora @Labiba @Joyce Obi @Seeratpal K. Jaura @SusanW @Oudarjya Sen Sarma @Ayesha Manzur @Sayali_Kutwal @Evi @Carlo David @Droid @Eileen @Maria @Anju Mercian #60daysofudacity
DAY 31:
- Completed setup of raspberry pi (sg_pytorch-robotics).
- Attended webinar "Introduction to Embedded Systems with" (sg_pytorch-robotics).
- Contd. working on SIIM Kaggle competition. Studied and tested RLE encoding code to convert mask to rle and viceversa to use in the competition.
I would like to thank you all for your encouragement and motivation @Manisha @sourav kumar @Sourav @Sankalp Dayal @Helena Barmer @Erin Hu @erinSnPAI @Evi @Varez.W @Erin Hu @Tracy Adams @Frida @Erika Yoon @Mohit @Nora @Labiba @Joyce Obi @Seeratpal K. Jaura @SusanW @Oudarjya Sen Sarma @Ayesha Manzur @Sayali_Kutwal @Evi @Carlo David @Droid @Eileen @Maria @Anju Mercian #60daysofudacity
DAY 32:
- Contd. Started setup of PySyft on a Raspberry PI (sg_pytorch-robotics) - Part I (https://blog.openmined.org/federated-learning-of-a-rnn-on-raspberry-pis/).
- Attended virtual meetup of group sg_wonder_vision.
#60daysofudacity
DAY 33:
- Contd. Setup of PySyft on a Raspberry PI (sg_pytorch-robotics) - Part I (https://blog.openmined.org/federated-learning-of-a-rnn-on-raspberry-pis/). Had to restart the installation due to the error while compiling
#60daysofudacity
DAY 34:
- Contd. Setup of PySyft on a Raspberry PI (sg_pytorch-robotics) - Part I (https://blog.openmined.org/federated-learning-of-a-rnn-on-raspberry-pis/). Had to restart the installation due pytorch version mismatch. Compiling pytorch version 1.1.0
#60daysofudacity
DAY 35:
- Completed PartI - Installation of PyTorch and PySyft in raspberry pi 3 B+ (https://blog.openmined.org/federated-learning-of-a-rnn-on-raspberry-pis/)
- Completed Project of WQU Week II
#60daysofudacity
DAY 36:
- Started PartII - Train a Recurrent Neural Network on Raspberry PIs (https://blog.openmined.org/federated-learning-of-a-rnn-on-raspberry-pis/)
- Completed Project of WQU Week III
#60daysofudacity
DAY 37:
- Contd. PartII - Train a Recurrent Neural Network on Raspberry PIs (https://blog.openmined.org/federated-learning-of-a-rnn-on-raspberry-pis/)
- Continued Python Course of WQU
#60daysofudacity
DAY 38:
- PartII - Train a Recurrent Neural Network on Raspberry PIs (https://blog.openmined.org/federated-learning-of-a-rnn-on-raspberry-pis/)
- Continued Python Course of WQU
#60daysofudacity
DAY 39:
- Contd. PartII - Train a Recurrent Neural Network on Raspberry PIs (https://blog.openmined.org/federated-learning-of-a-rnn-on-raspberry-pis/)
- Continued Python Course of WQU
#60daysofudacity
DAY 40:
- Contd. Kaggle Project SIIM (https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation)
- Contd. Studying PySyft code.
#60daysofudacity
DAY 41:
- Contd. Studying PySyft code.
#60daysofudacity
DAY 42:
- Contd. Studying PySyft code.
- Contd. Kaggle Project SIIM (https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation)
#60daysofudacity
DAY 43:
- Contd. working on Raspberry Pi Project
- Contd. Kaggle Project SIIM (https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation)
- Attended virtual meetup iwth robotics group #sg_pytorch-robotics #60daysofudacity
DAY 44:
- Contd. working on Raspberry Pi Project
- Attended virtual meetup with robotics group #sg_pytorch-robotics #60daysofudacity
DAY 45:
- Contd. working on Raspberry Pi Project
- Reading matertials to track object using drone in real time #60daysofudacity
DAY 46:
- Contd. working on Raspberry Pi Project #60daysofudacity
DAY 47:
- Contd. working on Raspberry Pi Project #60daysofudacity
DAY 48:
- Contd. working on Raspberry Pi Project
- Completed Object Detection with Pytorch #60daysofudacity
DAY 49:
- Contd. working on Raspberry Pi Project #60daysofudacity
DAY 50:
- Submitted project for #sg_pytorch-robotics
- Created videos for object detection using YOLO and color tracking code(Follow me drone project) #60daysofudacity
DAY 51:
- Continued WQU Course (Pandas, Statistics) #60daysofudacity
DAY 52:
- Continued WQU Course (Pandas, Statistics)
- Started working on Assignment for WQU (Pandas, Statistics) #60daysofudacity
DAY 53:
- Contd working on Assignment for WQU (Pandas, Statistics) #60daysofudacity
DAY 54:
- Contd working on Assignment for WQU (Pandas, Statistics) #60daysofudacity
DAY 55:
- Contd working on SIIM Kaggle Challenge #60daysofudacity
DAY 56:
- Completed project(using pandas) of WQU
- Started watching lectures of week 6 #60daysofudacity
DAY 57:
- Contd. working on SIIM kaggle Challenge #60daysofudacity
DAY 58:
- Contd. working on SIIM kaggle Challenge #60daysofudacity
DAY 59:
- Contd. working on SIIM kaggle Challenge
- Started WQU lectures(Data wrangling, python, pandas) of week 7 #60daysofudacity
DAY 60:
- Contd. working on SIIM kaggle Challenge
- Contd WQU lectures(Data wrangling, python, pandas) of week 7 #60daysofudacity