Myriam  Rogahn

Myriam Rogahn

1599087180

Fully Utilize Best 5 Open-Source Transfer Learning Projects To Enhance Projects

Transfer Learning is the process of taking a network pre-trained on a dataset and utilizing it to recognize the image, object detection, image segmentation, semantic segmentation, and many more. We can utilize the robust, discriminative filters learned by the state-of-the-art network on challenging datasets such as Imagenet/COCO and then apply these networks for some other tasks.

In today’s article, we are going to talk about five of the open-source Transfer Learning projects to enhance your skills in the field of data science.

_Note: _This article is to just give a glimpse of some of the not-so-famous but really good open-source projects which you can use in your projects. To read more about each of them I recommend following the link given along the project.


_Having a good theoretical knowledge is amazing but implementing them in code in a real-time machine learning project is a completely different thing. You might get different and unexpected results based on different problems and datasets. So as a Bonus,I am also adding the links to the various courses which has helped me a lot in my journey to learn Data science and ML.I am personally a fan of _DataCamp_, I started from it and I am still learning through _DataCamp_ and keep doing new courses. They seriously have some exciting courses. Do check them out._

  1. Data-scientist-with-python
  2. Data-scientist-with-r
  3. Machine-learning-scientist-with-r
  4. Machine-learning-scientist-with-python
  5. Machine-learning-for-everyone
  6. Data-science-for-everyone
  7. Data-engineer-with-python
  8. Data-analyst-with-python

_P.S: I am still using _DataCamp_ and keep doing courses in my free time. I actually insist the readers to try out any of the above courses as per their interest, to get started and build a good foundation in Machine learning and Data Science. The best thing about these courses by _DataCamp_ is that they explain it in a very elegant and different manner with a balanced focus on practical and well as conceptual knowledge and at the end, there is always a Case study. This is what I love the most about them. These courses are truly worth your time and money. These courses would surely help you also understand and implement transfer learning, machine learning in a better way and also implement it in Python or R. I am damn sure you will love it and I am claiming this from my personal opinion and experience._

_Also, I have noticed that _DataCamp_ is giving unlimited access to all the courses for free for one week starting from 1st of September through 8th September 2020, 12 PM EST. So this would literally be the best time to grab some yearly subscriptions(which I have) which basically has unlimited access to all the courses and other things on _DataCamp_ and make fruitful use of your time sitting at home during this Pandemic. So go for it folks and Happy learning_

Coming back to the topic -


1.Densedepth

Densedepth is a high-quality Monocular Depth Estimation project built on top of Transfer Learning and NYU Depth V2 and KITTI dataset, implemented by Ibraheem Alhashimand Peter Wonka.

Densedepth aims to apply state of the art approach to 3D images and produce high-quality dense maps from the images with the best-generalized performance using Transfer Learning and standard Neural network architecture.

Transfer learning has proved to be efficient between different tasks many of which are related to 3D reconstruction and using transfer learning, allows for a more modular architecture as we get to use the power of the pre-trained networks.

#python #data-science #machine-learning #open-source #transfer-learning

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Buddha Community

Fully Utilize Best 5 Open-Source Transfer Learning Projects To Enhance Projects
Ray  Patel

Ray Patel

1623348300

Top 8 Java Open Source Projects You Should Get Your Hands-on [2021]

Learning about Java is no easy feat. It’s a prevalent and in-demand programming language with applications in numerous sectors. We all know that if you want to learn a new skill, the best way to do so is through using it. That’s why we recommend working on projects.

So if you’re a Java student, then you’ve come to the right place as this article will help you learn about the most popular Java open source projects. This way, you’d have a firm grasp of industry trends and the programming language’s applications.

However, before we discuss its various projects, it’s crucial to examine the place where you can get those projects – GitHub. Let’s begin.

#full stack development #java open source projects #java projects #open source projects #top 8 java open source projects #java open source projects

Myriam  Rogahn

Myriam Rogahn

1599087180

Fully Utilize Best 5 Open-Source Transfer Learning Projects To Enhance Projects

Transfer Learning is the process of taking a network pre-trained on a dataset and utilizing it to recognize the image, object detection, image segmentation, semantic segmentation, and many more. We can utilize the robust, discriminative filters learned by the state-of-the-art network on challenging datasets such as Imagenet/COCO and then apply these networks for some other tasks.

In today’s article, we are going to talk about five of the open-source Transfer Learning projects to enhance your skills in the field of data science.

_Note: _This article is to just give a glimpse of some of the not-so-famous but really good open-source projects which you can use in your projects. To read more about each of them I recommend following the link given along the project.


_Having a good theoretical knowledge is amazing but implementing them in code in a real-time machine learning project is a completely different thing. You might get different and unexpected results based on different problems and datasets. So as a Bonus,I am also adding the links to the various courses which has helped me a lot in my journey to learn Data science and ML.I am personally a fan of _DataCamp_, I started from it and I am still learning through _DataCamp_ and keep doing new courses. They seriously have some exciting courses. Do check them out._

  1. Data-scientist-with-python
  2. Data-scientist-with-r
  3. Machine-learning-scientist-with-r
  4. Machine-learning-scientist-with-python
  5. Machine-learning-for-everyone
  6. Data-science-for-everyone
  7. Data-engineer-with-python
  8. Data-analyst-with-python

_P.S: I am still using _DataCamp_ and keep doing courses in my free time. I actually insist the readers to try out any of the above courses as per their interest, to get started and build a good foundation in Machine learning and Data Science. The best thing about these courses by _DataCamp_ is that they explain it in a very elegant and different manner with a balanced focus on practical and well as conceptual knowledge and at the end, there is always a Case study. This is what I love the most about them. These courses are truly worth your time and money. These courses would surely help you also understand and implement transfer learning, machine learning in a better way and also implement it in Python or R. I am damn sure you will love it and I am claiming this from my personal opinion and experience._

_Also, I have noticed that _DataCamp_ is giving unlimited access to all the courses for free for one week starting from 1st of September through 8th September 2020, 12 PM EST. So this would literally be the best time to grab some yearly subscriptions(which I have) which basically has unlimited access to all the courses and other things on _DataCamp_ and make fruitful use of your time sitting at home during this Pandemic. So go for it folks and Happy learning_

Coming back to the topic -


1.Densedepth

Densedepth is a high-quality Monocular Depth Estimation project built on top of Transfer Learning and NYU Depth V2 and KITTI dataset, implemented by Ibraheem Alhashimand Peter Wonka.

Densedepth aims to apply state of the art approach to 3D images and produce high-quality dense maps from the images with the best-generalized performance using Transfer Learning and standard Neural network architecture.

Transfer learning has proved to be efficient between different tasks many of which are related to 3D reconstruction and using transfer learning, allows for a more modular architecture as we get to use the power of the pre-trained networks.

#python #data-science #machine-learning #open-source #transfer-learning

Jerad  Bailey

Jerad Bailey

1598891580

Google Reveals "What is being Transferred” in Transfer Learning

Recently, researchers from Google proposed the solution of a very fundamental question in the machine learning community — What is being transferred in Transfer Learning? They explained various tools and analyses to address the fundamental question.

The ability to transfer the domain knowledge of one machine in which it is trained on to another where the data is usually scarce is one of the desired capabilities for machines. Researchers around the globe have been using transfer learning in various deep learning applications, including object detection, image classification, medical imaging tasks, among others.

#developers corner #learn transfer learning #machine learning #transfer learning #transfer learning methods #transfer learning resources

Autumn  Blick

Autumn Blick

1593867420

Top Android Projects with Source Code

Android Projects with Source Code – Your entry pass into the world of Android

Hello Everyone, welcome to this article, which is going to be really important to all those who’re in dilemma for their projects and the project submissions. This article is also going to help you if you’re an enthusiast looking forward to explore and enhance your Android skills. The reason is that we’re here to provide you the best ideas of Android Project with source code that you can choose as per your choice.

These project ideas are simple suggestions to help you deal with the difficulty of choosing the correct projects. In this article, we’ll see the project ideas from beginners level and later we’ll move on to intermediate to advance.

top android projects with source code

Android Projects with Source Code

Before working on real-time projects, it is recommended to create a sample hello world project in android studio and get a flavor of project creation as well as execution: Create your first android project

Android Projects for beginners

1. Calculator

build a simple calculator app in android studio source code

Android Project: A calculator will be an easy application if you have just learned Android and coding for Java. This Application will simply take the input values and the operation to be performed from the users. After taking the input it’ll return the results to them on the screen. This is a really easy application and doesn’t need use of any particular package.

To make a calculator you’d need Android IDE, Kotlin/Java for coding, and for layout of your application, you’d need XML or JSON. For this, coding would be the same as that in any language, but in the form of an application. Not to forget creating a calculator initially will increase your logical thinking.

Once the user installs the calculator, they’re ready to use it even without the internet. They’ll enter the values, and the application will show them the value after performing the given operations on the entered operands.

Source Code: Simple Calculator Project

2. A Reminder App

Android Project: This is a good project for beginners. A Reminder App can help you set reminders for different events that you have throughout the day. It’ll help you stay updated with all your tasks for the day. It can be useful for all those who are not so good at organizing their plans and forget easily. This would be a simple application just whose task would be just to remind you of something at a particular time.

To make a Reminder App you need to code in Kotlin/Java and design the layout using XML or JSON. For the functionality of the app, you’d need to make use of AlarmManager Class and Notifications in Android.

In this, the user would be able to set reminders and time in the application. Users can schedule reminders that would remind them to drink water again and again throughout the day. Or to remind them of their medications.

3. Quiz Application

Android Project: Another beginner’s level project Idea can be a Quiz Application in android. Here you can provide the users with Quiz on various general knowledge topics. These practices will ensure that you’re able to set the layouts properly and slowly increase your pace of learning the Android application development. In this you’ll learn to use various Layout components at the same time understanding them better.

To make a quiz application you’ll need to code in Java and set layouts using xml or java whichever you prefer. You can also use JSON for the layouts whichever preferable.

In the app, questions would be asked and answers would be shown as multiple choices. The user selects the answer and gets shown on the screen if the answers are correct. In the end the final marks would be shown to the users.

4. Simple Tic-Tac-Toe

android project tic tac toe game app

Android Project: Tic-Tac-Toe is a nice game, I guess most of you all are well aware of it. This will be a game for two players. In this android game, users would be putting X and O in the given 9 parts of a box one by one. The first player to arrange X or O in an adjacent line of three wins.

To build this game, you’d need Java and XML for Android Studio. And simply apply the logic on that. This game will have a set of three matches. So, it’ll also have a scoreboard. This scoreboard will show the final result at the end of one complete set.

Upon entering the game they’ll enter their names. And that’s when the game begins. They’ll touch one of the empty boxes present there and get their turn one by one. At the end of the game, there would be a winner declared.

Source Code: Tic Tac Toe Game Project

5. Stopwatch

Android Project: A stopwatch is another simple android project idea that will work the same as a normal handheld timepiece that measures the time elapsed between its activation and deactivation. This application will have three buttons that are: start, stop, and hold.

This application would need to use Java and XML. For this application, we need to set the timer properly as it is initially set to milliseconds, and that should be converted to minutes and then hours properly. The users can use this application and all they’d need to do is, start the stopwatch and then stop it when they are done. They can also pause the timer and continue it again when they like.

6. To Do App

Android Project: This is another very simple project idea for you as a beginner. This application as the name suggests will be a To-Do list holding app. It’ll store the users schedules and their upcoming meetings or events. In this application, users will be enabled to write their important notes as well. To make it safe, provide a login page before the user can access it.

So, this app will have a login page, sign-up page, logout system, and the area to write their tasks, events, or important notes. You can build it in android studio using Java and XML at ease. Using XML you can build the user interface as user-friendly as you can. And to store the users’ data, you can use SQLite enabling the users to even delete the data permanently.

Now for users, they will sign up and get access to the write section. Here the users can note down the things and store them permanently. Users can also alter the data or delete them. Finally, they can logout and also, login again and again whenever they like.

7. Roman to decimal converter

Android Project: This app is aimed at the conversion of Roman numbers to their significant decimal number. It’ll help to check the meaning of the roman numbers. Moreover, it will be easy to develop and will help you get your hands on coding and Android.

You need to use Android Studio, Java for coding and XML for interface. The application will take input from the users and convert them to decimal. Once it converts the Roman no. into decimal, it will show the results on the screen.

The users are supposed to just enter the Roman Number and they’ll get the decimal values on the screen. This can be a good android project for final year students.

8. Virtual Dice Roller

Android Project: Well, coming to this part that is Virtual Dice or a random no. generator. It is another simple but interesting app for computer science students. The only task that it would need to do would be to generate a number randomly. This can help people who’re often confused between two or more things.

Using a simple random number generator you can actually create something as good as this. All you’d need to do is get you hands-on OnClick listeners. And a good layout would be cherry on the cake.

The user’s task would be to set the range of the numbers and then click on the roll button. And the app will show them a randomly generated number. Isn’t it interesting ? Try soon!

9. A Scientific Calculator App

Android Project: This application is very important for you as a beginner as it will let you use your logical thinking and improve your programming skills. This is a scientific calculator that will help the users to do various calculations at ease.

To make this application you’d need to use Android Studio. Here you’d need to use arithmetic logics for the calculations. The user would need to give input to the application that will be in terms of numbers. After that, the user will give the operator as an input. Then the Application will calculate and generate the result on the user screen.

10. SMS App

Android Project: An SMS app is another easy but effective idea. It will let you send the SMS to various no. just in the same way as you use the default messaging application in your phone. This project will help you with better understanding of SMSManager in Android.

For this application, you would need to implement Java class SMSManager in Android. For the Layout you can use XML or JSON. Implementing SMSManager into the app is an easy task, so you would love this.

The user would be provided with the facility to text to whichever number they wish also, they’d be able to choose the numbers from the contact list. Another thing would be the Textbox, where they’ll enter their message. Once the message is entered they can happily click on the send button.

#android tutorials #android application final year project #android mini projects #android project for beginners #android project ideas #android project ideas for beginners #android projects #android projects for students #android projects with source code #android topics list #intermediate android projects #real-time android projects

22 Interesting Python Open Source Project Ideas & Topics for Beginners [2021]

Python is among the most popular programming languages on the planet, and there are many reasons behind this fame. One of those reasons is a large number of open-source projects and libraries available for this language. From machine learning to animation, there’s a Python project for nearly everything. If you want to become a proficient Python developer, you should be familiar with some of these projects (if not all).

That’s why in this article, we’ll discuss different Python projects with source code Github. Because Python has applications in various industries, you might find many projects to help you complete your tasks. You should choose projects according to your interests and your experience. You can bookmark this article for future reference. Let’s get started.

Here are a few of the Python Open Source Project Ideas –

#data science #open source project ideas #open source projects #project ideas #python #python open source