gdsc-kiit / zero-dce-flutter Goto Github PK
View Code? Open in Web Editor NEWA Flutter app to enhance a low light image to an enhanced image.
Home Page: https://tfhub.dev/sayannath/lite-model/zero-dce/1
License: Apache License 2.0
A Flutter app to enhance a low light image to an enhanced image.
Home Page: https://tfhub.dev/sayannath/lite-model/zero-dce/1
License: Apache License 2.0
The content of the README.
Plugin to be used: camera
Branch to be worked on feature/camera-service
Recommended Plugin is tflite_flutter.
This is the setup that needs to be done
Branch to be worked on feature/tflite-setup
The app will have a basic UI and UX.
These things will be there in the initial part of the app.
Branch to be worked on feature/ui
Take reference from here
Link of the Colab Notebook here.
TFLITE_MODEL_FILE = 'zero-dce.tflite'
interpreter = tf.lite.Interpreter(model_path = TFLITE_MODEL_FILE)
input_details = interpreter.get_input_details()
output_details = interpreter.get_output_details()
print("Input Shape:", input_details[0]['shape'])
print("Input Type:", input_details[0]['dtype'])
print("Output Shape:", output_details[0]['shape'])
print("Output Type:", output_details[0]['dtype'])
Output
Input Shape: [ 1 400 600 3]
Input Type: <class 'numpy.float32'>
Output Shape: [ 1 400 600 3]
Output Type: <class 'numpy.float32'>
The TensorFlow Lite model expects an image of dimension 400x600 where 600 is the image height and 400 is the image width. An image array will be given as an output, which is also of the same dimension.
Branch to be worked on feature/tflite-integrate
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.