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An Open-Source repository where students could showcase their skills by contributing their ML and DL projects!

License: MIT License

Jupyter Notebook 99.58% Python 0.39% CSS 0.01% HTML 0.02% Shell 0.01% Dockerfile 0.01% Procfile 0.01%
opensource machine-learning deep-learning deployment python3 hacktoberfest hacktoberfest-accepted good-first-issue hacktoberfest2022

ml-reserve's People

Contributors

aarushijalali avatar aayushkumar20 avatar adityabhate avatar am1codes avatar anant1711 avatar aneaser avatar anikajagati avatar ankitkumar174 avatar apoorva57 avatar ayushpaine avatar darahaas15 avatar dishant26 avatar hemanthsai7 avatar inspo13 avatar itsksquare avatar jackjjcodes avatar kannangr21 avatar khusheekapoor avatar kiinitix avatar manavkapadnis avatar mayureshagashe2105 avatar pavi-ninjaac avatar saivenkatesh007 avatar sayansaha01 avatar shantanu2003 avatar shreyashmohadikar avatar sidhved avatar talkshrey avatar theguydangerous avatar yatharth9 avatar

Stargazers

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ml-reserve's Issues

Flag detection system

Sorry i forgot to issue first, but i have created a flag detection model, can i contribute in the project?

Bird Species Classification

An Image Classification WebApp using Streamlit which takes image input from user to categorize them amongst the 325+ species of birds

Handwritten Digit Recognition

Hey!!
For this project, I would like to contribute by adding a deep learning model for Handwritten Digit Recognition using CNN
Please assign me this issue

Mask vs No-mask detection

A script that will take input image from user and give an output image with the detection of faces of people with and without a mask.

I will create a Object Detection Model using YOLOv5 which is trained on Mask vs No-mask images with bounding boxes.
It can detect all the faces in the image with mask and people without mask and create a bounding box around that face with respective label and the confidence percentage.

Please assign me this issue under hacktoberfest2021

Example Output:

126202-untitled-design-13_jpg rf baa3d2e55d469ae5d5d4cd81c4603e1d
10fea_8011463765e2aa28b386cf_jpg rf 7981dc5de795ab4252631683e0de84ae

changes to README file.

After contributing, you can mention the project in the README file, along with a small description and screenshots!

Git clone error

2021-10-31

It seems that, the file name is incompatible with MAC & Windows.
I request project maintainers to check it out once,
Thank you!

Adding projects under Projects Showcase

Hey, I noticed no projects were listed under Projects Showcase section in the Readme, I could do it for all the projects in the repo currently.
Kindly assign this issue to me so I can start working on adding those projects.

Add end-to-end projects

Add fully-developed projects, that could be used as API's or are stand-alone websites.
You could use Flask, Django, or any framework that you'd like.
You can also deploy them on various platforms like Heroku, Render, Azure etc.

Flowers Classification using CNN

Create a Model for the Flowers Classification Dataset that has 5 categories: daisy, dandelion, rose, sunflower & tulip.

Please assign me this issue under Hacktoberfest

CartPole Balancing


Title: CartPole using DQN
About: Reinforcement Learning - Deep Q-Network
Name: Sidhved
Label: Feature Request

Define You:

  • Hacktoberfest2021 Participant
  • Contributor

**Is your feature request related to a problem? **
CartPole problem is the problem of balancing the CartPole. CartPole is the structure where a pole is attached to the cart and the cart is free to slide across the frictionless surface. By sliding the cart left or right, the CartPole is balanced.

Describe the solution you'd like...

Using Deep Q-Network, we will simulate the Cartpole Balancing. With each iteration, the agent is rewarded/punished based on the performance until we reach maximum high score and minimum exploration rate

Library Requirement

  • gym
  • numpy
  • matplotlib
  • keras
  • collections
  • random

CIFAR10 Implementation using Tensorflow & Keras

Hey!!, For this project, I would like to contribute by creating an Image Classifier that classifies every object in the CIFAR10 dataset, CNN model with several layers.
Please assign me this issue

Music Generator

Music Generator as the name suggests creates music (on its own)

  • Input : midi files
  • Model Type : 3 Layer Neural Network
  • Output : auto generated midi file

Libraries to be used:

  • numpy
  • glob
  • pickle
  • keras
  • music21

Please assign me this issue under Hacktoberfest2021

Comparing faces using OpenCV

Hey! I would like to contribute code in which I have compared faces using OpenCV and face_recognition under HacktoberFest2021. Thanks!

Income Prediction Web App using Flask

Deployed an ML model on a web app using Flask.
In this project, the ML model help to predict the income based on input data like age, work class, education...etc.

Mountain Climbing

Mountain Climbing Problem using Reinforcement Learning(DQN).

Libraries to be used:
numpy
keras
collections
gym
matplotlib
random

Please assign me this issue under hacktoberfest2021

Add Code for Hate Speech Detection

Project Description : Provided a sentence, the trained 1D CNN model trained with GloVe vectors will predict whether the sentence is offensive, hate speech, or neither.

Iris Prediction ML Model Deployed on Android App.

This project consists of a classification example called the iris species prediction.Based on the information given in the input(i.e Length & width of petal & sepal), the Android App will predict whether the plant is Iris Setosa, Iris Versicolor, or Iris Virginica.

Add code for Facial Points recognition using CNN

Project Description: Provided an image of the face of a person, the trained 5 layered CNN model accurately predicts positions of certain features of the face such as left eye center, right eye center, left eyebrow center, right eyebrow center, nose tip, mouth left corner, mouth right corner, mouth center top lip, mouth center bottom lip and others.

Model training Parameters:



Epochs = 50

LR = 1e-5 (default value)

Batch_size = 256

Optimizer = Adam

Loss Function = Mean Squared Error Loss

Metric = Mean Absolute Error


Add a movies recommender

Hey, I wanted to add a movies recommender script I have, it gives a list of similar movies based on what the user inputs.

Kindly assign this issue to me

Hand Gesture Recognition

Recognizing "Hand Gestures" using OpenCV and Python.

Libraries :
cv2
imutils
numpy
sklearn

Please assign this to me.
Thank you

Add Python Scripts

Add Python scripts for various things like Automation, Scraping, convertors etc.
Sky's the limit!

Meteorite Threat Identification

I have made a Machine Learning Project on identifying threat to human civilisation posed by NEA ( Near-Earth Asteroids ). Can i contribute it to this repo?

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