Poorna ChathuranjanaPyTorch to Quantized ONNX ModelDid you find that your model is too large to be deployed on the cloud service you want? Or did you find the frameworks like TensorFlow and…Sep 22, 20231Sep 22, 20231
Poorna ChathuranjanaDeploying an R Shiny Dashboard on GCP Cloud RunIf you are into statistical data analysis and forecasting, you are probably already familiar with R programming language. Then, you must…Feb 4, 20233Feb 4, 20233
Poorna ChathuranjanainAWS TipInvoking a SageMaker Endpoint from a Python3 Lambda Function on AWSMaybe you have a SageMaker endpoint on Amazon Web Services (AWS) that was created by uploading an existing TensorFlow model. Now, you may…Feb 2, 20231Feb 2, 20231
Poorna ChathuranjanaIntroduction to Machine Learning Inference on iOSIf you wanna run your machine learning model on an iOS device, first you have to know what CoreML is. CoreML is the machine learning…Jan 31, 20231Jan 31, 20231
Poorna ChathuranjanaUsing a JavaScript Firebase Function to Run a Model in Google Cloud PlatformLet’s say you have a Firebase project associated with your app, and you have created a machine learning model under the same project in…Jan 29, 2023Jan 29, 2023
Poorna ChathuranjanaIntegrating OpenCV to your Swift iOS Project in Xcode and Working with UIImagesSuppose that in your iOS app, you wanna perform grabcut on an image or resize an image using a specific interpolation as a preprocessing…Jan 25, 20232Jan 25, 20232
Poorna ChathuranjanaPreparing Dependencies for Huawei Cloud Python3 FunctionGraphIf you want to provide some cool features to your users with machine learning models without actually downloading the model, you may have…Jan 17, 2023Jan 17, 2023
Poorna ChathuranjanaSimulating & Visualizing Schrodinger’s Equation in MATLABThose who are into quantum mechanics must have heard about Schrodinger’s equation. I have simulated Schrodinger’s equation for different…Oct 14, 2019Oct 14, 2019
Poorna ChathuranjanaSetup NVIDIA DockerHow to setup NVIDIA Docker on Ubuntu 16.04.Oct 11, 2019Oct 11, 2019