One of the fundamental challenges in the field of image processing and computer vision is image de-noising, where the underlying goal is to estimate the original image by suppressing noise from a noise-contaminated version of the image. Image noise may be caused by different intrinsic (i.e., sensor) and extrinsic (i.e…
Brackish water creatures as fish, crabs, prawns are consumed by people all over the world. Fishermen fishing on these creatures tend to over-fish creating concern over marine biologists and scientists. As many marine creatures are becoming endangered.But what if we had a detector, that could detect these creatures. …
This classifier can classify aerial images, specifically between images captured by drones or images taken from helicopters/airplanes. Seven classes corresponding to coarse ground occupancy labels have been provided : Orchard, Vineyard, Urban, Forest , Water, Crop and Land.
The classifier can be used to actively study and survey ground patches…
The Monk AI library is a low code library, for Computer Vision, that supports Mxnet-Gluon, Pytorch, and Keras backend. This is an amazing library that allows us to solve CV problems, easily.
This project is to classify between the sign languages, corresponding to the alphabets, and thereby allow us to…
On giving an image as input, it reconstructs a higher resolution image of the same. I made this app, as my pilot task for Tessellate coding. The task included finding a suitable model, making the inference algorithm, wrapping it in a REST API, and finally dockerizing the application.
For the…
Generative Adversarial Networks or GANs were first reported on in 2014 from Ian Goodfellow and others in Yoshua Bengio’s lab. Since then, GANs have exploded in popularity. Here are a few examples to check out:
The idea…
Deep learning and Machine Learning,are the two most hot topics in field of technology,but it involves a lot of matrix math, and it’s important for us to understand the basics before diving into building our own neural networks.
NumPy is a Python Library, to work easily and efficiently with matrices…
Ever felt that you want to use API search results in your website or web app, yet thought that its to cumbersome to use it.
Using Jquery, you can do it in a snap.Irrespective of the framework you use, React, Angular or pure Vanilla.
You just need this much.
Here…
Making an image editor,does not require knowledge of heavy libraries or pixel manipulation.Its very easy to do,using Caman.js and simple CSS and HTML.
Run these commands in your Terminal.
npm (NodeJS): npm install caman
bower (Browser):bower install caman
Or get cdn link from: https://cdnjs.com/libraries/camanjs
You can design the UI as…
