ASHIS LAHA's repositories
Shape-Detection-in-AR
Detect the shape of drawing objects (classes - line, triangle, rectangle, pentagon, Hexagon, circle) and draw in Augmented Reality.
NLP-based-Store-assistant-with-AR
Let's create a generic template how AR(Augmented Reality) and NLP(Natural Language Processing) can be applied to Retail market to leverage the maximum benefits to customer like Offers, finding items in your shopping list, creating the shopping list using NLP based system, getting offers from assistant, showing the navigation path in AR etc
CarDetection-Keras
"Car Detection" is trained in Keras using Tensorflow as back-end. It's taking an image as input & gives a binary decision whether a car is present in the image or not.
LocalAuthentication
Using Face ID and Touch ID, the iOS app can authorize your identity and send the log in information to the back-end without any user interaction with the app. This is one of the most secure way to identify the user. Let's see how to implement it.
CarDetection-iOS
Using the .mlmodel in Xcode, that .mlmodel is converted from Keras / TensorFlow output. Please check https://github.com/ashislaha/CarDetection-Keras .
9-Pebbles
9-Pebbles : Description : This is very simple game played by 2 players. You can play offline 2 players or play with Computer. Initially 9 pebbles are given to both player. Aim is to create a Straight Line either Horizontally or Vertically. When a Straight line is created, you claim a pebble from Opposition that must not belongs to a Straight line. When all pebbles are placed on desk, single movements starts. You will get 4 options "Left"/"Right"/"Top"/"Bottom" to move your pebble to create a Straight line. When you claim all pebbles from opposition then you will win the game. I added "Online" feature for simple conversation with online users. But for that, you have to login with your google account. Enjoy :-)
Explore-Reactive-Programming
Let's Explore Reactive Programming. (RxSwift and RxCocoa)
DigitRecognition
This is a Machine Learning project based on Convolutional Neural Network (CNN) & Dense Neural Network(DNN). I trained the model using MNIST data-set and used TensorFlow as a training back-end. Used mostly Keras ( wrapper of Tensorflow) to get the HDF5 output. Then convert the .h5 file into .mlmodel which can be used in xcode.
MQTT-in-iOS
Here I am demonstrating how MQTT works in ios. What is basic concepts of Internet of Thing(IoT) and its protocols. Etc..
StretchyHeaderAnimation
Let create a cool animation effect on Product details page. While the user scroll down, the header will get bigger with visual effect.
Custom-Progress-Bar
Create a Custom Progress Bar using ShapeLayer.
FaceIdentification_Generic_Approach_For_Authentication
Step 1 : Register your Face : A. Take a video of few seconds of your face. B. Create samples of images from Video to train Convolutional Neural Network. C. Train the model with those images (class = 'YES') and some images that is not your face (class = 'NO') D. Convert the model output (.h5) into .mlmodel E. import it into your Xcode for Production. Step 2 : Next Time while log in A. Take image from Camera B. Give the image to CNN for calssification. C. If it's you then "Successful Log in" D. Other-wise show some pop-up like "It's not you"
FrameWorkCreationAndDistribution
Basic Concepts about iOS Frameworks : How to create framework ? How to distribute your framework ? How to update your framework after modifying the functionality ?
Let-s-learn-server-side-coding
Learn (1). how to crate a local server with mysql database (2). host it into cloud using heroku webservice (3). Consume the web-service using iOS application.
ALModalStatus
ALModalStatus is framework used for demonstrating how to create a framework and distribute using Cocoapods.
ContactsApp
Contact App.
Coursera-ML-AndrewNg
use numpy, scipy, and tensorflow to implement these basic ML model and learning algorithm
my_flickr
my_flickr is very basic use-case where the application fetches the data from Flickr web-service and showing the images in collection.
NLP-in-iOS-app
Let's explore how to make chat bot with the power of NLP in iOS app.
persistent_store
Let's explore different types of persistent store in iOS: Like (1). plist (2). Core data (3) Realm.
Photo-album
let's create a photo editing app with many features.
ReactNativeReduxCasts
Companion Repo for The Complete React Native and Redux Course
stackoverflow-contribution
Contribute on Stack Overflow : These are the reference projects. My profile in stack overflow : https://stackoverflow.com/users/9048864/ashis-laha
SweetHome
help the customer to find out new home. Owner can advertise his/her home for rent. etc.
swift-algorithm-club
Algorithms and data structures in Swift, with explanations!
tensorflow
Computation using data flow graphs for scalable machine learning