remove grammatical mistakes

Hey, so i am a little new to the project and was not exactly sure if the addition that i wished to make went hand in hand with the overall goal of this project but a few days earlier i was working on a project which required me to detect human emotions. The model was built using the Kaggle notebooks and the data set that i used was FER2013 competition data. So it would be great if you could let me know if i can work on making that a part of this project.

If you would like any more information from my end, please let me know. I am a GSSoC participant.

I would like to add a project for template matching. One template will be taken and will be checked wheather it is in the input image.

Detect Helmet from real-time traffic videos.

Hey.Please assign this issue to me.I want to make a detailed documentation on this task using deep learning algorithms

I would like to add a project for mask detection. To be more precise, I would use datasets which contains multiple images and would detect whether the person is wearing mask or not. Then, determine the total number of person wearing and not wearing mask.
I am a participant of GSSOC'21

this bot basically welcomes and greets someone who open their first issue or make their first pr in a repo.

you can download the bot from here
https://github.com/apps/welcome

and another extra file needs to be added to set the custom messages

please assign it to me under gssoc'21

Is your feature request related to a problem? Please describe.
Add github action to auto labels issues with gssoc21 label when contributor asks to work on the issue under gssoc label.

• Create ChatBot using RASA
• Select appropriate Slot-fillers
• Intent Classifier

• We need a website which is particularly a Doc website similar to which we have in other orgs like Red Hat and others.
• https://docusaurus.io/

Create a Car Brand Classification Project
Tasks:

• Uses Deep learning to detect car brands
• I'm assuming to solve this using resnet50( transfer learning ) but let's see how it goes.
• Dataset consists of Images of 3 different brands ( I'll give the dataset for download in a separate folder)
• Add flask backend for web app

It will be added as part of Folder

I'd Like to work on this issue as part of GSSOC-21.

Detect Tiger from the wild Environment

Models can be used:

• Faster-RCNN
• SSD
• YoloV3/V4/V5

Dataset: https://storage.googleapis.com/openimages/web/index.html [Download From Hereafter filtering]
Refer to this YT channel for YoloV5 custom Training
https://www.youtube.com/channel/UCrydcKaojc44XnuXrfhlV8Q

Python programs to capture a user's face and generate dataset. Then detect and recognize the user's face by using opencv.

hey I would like to add the following on contributing.md

1. Update local and forked repo as changes are made in the upstream
2. Squashing the commits into one single commit for easy merging
   I would like to do this under GSSOC'21

I would like to add a project for background removal from a image.

Example: a image of person with garden in the background, after implementation of this feature we will have only the person parts of the garden would be removed.

Would like to work on this issue using either in google colab or kaggle notebooks for better use for everyone.
Please assign me this project as part of GSSOC'21

add all contributors bot to display the contributors of this project on README

I would like to add a project for blurring face. Here, I would detect face and then blur it.

I would like to add a project in Java.
It will be a game where player will rescue a princess from a grid, avoiding the obstacles.

Task#1

• Implement ANPR make sure it uses Colab or Kaggle Kernels so that anyone can execute it with limited resources.

Hello, I noticed the ELMo checkbox was unticked in the README. I've been working with ELMo and would like to contribute (as part of gssoc21).
What is required for a successful submission, an example notebook where it is used?

Describe the bug
Model name is wrong under Classification Model's

To Reproduce
Steps to reproduce the behavior:

1. Go to 'https://github.com/CoinShift-Imaging/CoinShift-Imaging-Box'
2. Click on 'Readme.md'
3. Scroll down to 'Classification Model's'
4. See error

Expected behavior
Model name should be resnet18

Screenshots

Tasks Include :

Create a Vgg-19 Model for classifying imagenet images

Create a simple web app with Flask and Html/CSS/Js

Upload an image to predict the class of the image.

Dataset-Here

The dataset will be loaded in the code itself, We do not require any manual downloading as it's huge around 15GB.

It has over 200 classes with 100k+ images.
Once The application is done all you need to do is access the web app ( No training as I will be saving the model)

I'd like to work on this as part of the GSSOC-21.
Thanks

**Is your feature request related to a problem?
Add pull request template for contributers reference and message to follow contributors guidelines.

Task#1

• Must use Google Collab
• Annotated Dataset is Present Publicy search in Kaggle.

Statement.
Here a dataset has collected from kaggle. Here is the link - https://www.kaggle.com/tawsifurrahman/covid19-radiography-database . Here we get different images of X-Ray. We can say from X-Ray is it Covid-19 or Viral Pneumonia or Normal fever.

Solution
Here we build a model for classification using Pytorch. Afterwards we will calculate validation accuracy for test dataset and also plot graph of it.

Additional
We can compare the training time between a normal deep learning model and transfer learning model also.

Task#1

The above problem is of Segmentation

Dataset: Google Open API/OIDV4 Tool

Task#1

• Make use of AWS Sagemaker Autopilot, to create an Image Classification Pipeline

There are a lot of grammatical errors in the Readme file that needs correction.

Hello!! I have an NLP-based Project Idea.
Problem statement: Emotion Recogniser using NLP
I've been working on this already would be happy to add this project here.
Here is a glimpse

I'd Like to work on this issue as part of GSSoC'21.

Thanks.

I'd Like to add Generating Face Project.
I would be using This Data set to generate faces of celebrities using DCGAN.( will be following the total pipeline)

Describe the solution you'd like
In this project, I'll define and train a DCGAN on a dataset of faces. the goal is to get a generator network to generate new images of faces that look as realistic as possible!
1.I'll use, CelebFaces Attributes Dataset (CelebA) to train the adversarial networks.
2.The project will be broken down into a series of tasks from loading in data to defining and training adversarial networks.
3.At the end of the notebook, We'll be able to visualize the results of the trained Generator to see how it performs.
4.I'll add Model pkl File and Images as well.

I'd like to work on this issue as part of GSSOC-21.
Thanks

Hi admin, Sayan here. I'm GSSoC'21 participant. I want to contribute in your project as it is more insightful.

I want to add a new feature "Iris Detection".
I've implemented it already.
Please assign me to this issue so I can contribute.

I will like to add a feature will which keep the contributor section In read me update the list of contributors automatically !!

I would like to add a project for punctuation corrector using NLP. Here, the punctuations given will be corrected from a set of data take as input.

Detect the different brands like Starbucks, McDonald's, and others.The model will be trained on a custom Annotated Dataset Scraped from google. Use collab notebook for the task.

Hello, I am a GSSOC'21 participant and I want add the GAN and CGAN architectures trained on MNIST data in the folder https://github.com/CoinShift-Imaging/CoinShift-Imaging-Box/tree/main/GANS.

I will add the notebooks and a readme explaining the same.

Could you please assign it to me?

I would like to add a project for brain tumor analysis. Here, I would use datasets containing images of the brain, from which I would detect whether a person is having brain tumor or not. And, then also classify the type of tumor.

Hi, I am a GSSOC participant, can you assign me this feature to implement the code.

Hi, I'm a Gssoc'21 Participant I would love to contribute to your project
I want to contribute the face_detection part to your repository in which I would like to add the face, eye, and nose detection part with the help of open-cv and python.

@Rishikeshrajrxl Kindly Please assign this part to me.

I would like to add a project for spam detection.
Here, I would take sample data from datasets and then detect whether it is a spam data or not.

Description
Given a sequence of words, next k words will be predicted using

1. character-based LSTM models
2. word-based LSTM models
3. Transformer-based language model (i.e)BERT

After which I'll compare the performance of these models.
I am a GSSOC-21 participant, kindly assign this issue to me.

Is your feature request related to a problem? Please describe.
I've noticed several notebooks on github have an "Open in Colab" badge that let's viewers quickly setup and experiment with the code. I think this would be a super useful feature.

Describe the solution you'd like

1. Use the ColabBadge Action (repo maintainer will need to add this), and submit a PR that manually adds the {{badge}} to every existing notebook. This means that all new PRs will need to have a {{badge}} markdown cell.
2. Create a new GitHub action that automatically adds a markdown cell with the badge to the top of a new notebook.

Additional context
Part of GSSoC'21

ALGO: The YOLOv3 (You Only Look Once) is a state-of-the-art, real-time object detection algorithm. The published model recognizes 80 different objects in images and videos.

In this project, I will create a Face Detection Script using YOLOv3 Algorithm.

Dependencies

Tensorflow
opencv-python
opencv-contrib-python
Numpy
Keras
Matplotlib
Pillow
I'd Like to work on this issue as part of GSSOC-21.

Detect human pose using opencv

I would like to add a project for Ludo game in python.

There is no code of conduct file so would like to add one please assign it to me @DARK-art108
please assign it to me under gssoc'21

This project lacks issue and pr templates so would like to add those please assign it to me under gssoc'21 @DARK-art108

On an additional note, I'd like to add a Live Webcam Feature to detect masks using EfficientNetB3.

Architecture :

tf.keras.applications.EfficientNetB3(
    include_top=True, weights='imagenet', input_tensor=None,
    input_shape=None, pooling=None, classes=1000,
    classifier_activation='softmax', **kwargs
)

Project Pipeline :

I'd like to work on this issue as part of GSSOC-21 and this will be implemented into This Folder.

Hello!

Under the NLP Models, I noticed that GPT1 and GPT2 are unticked. Do you have a specific use in mind for these models? I would like to work with them as part of GSSOC 2021. Thanks!

I would like to add a python script.
Here, it will autodetect whether to click a click in day or night mode.

Input will be a grid of pixels and output will be day or night