Projects in Awesome Lists by PranavDarshan
A curated list of projects in awesome lists by PranavDarshan .
https://github.com/pranavdarshan/autograder
The above project is used to evaluate handwritten exam answer scripts. We have fine tuned Llama2 for this task and also created a RAG pipeline to display the page of the textbook where the answer to that question is present. Finally, we have deployed this model on AWS SageMaker and created a Lambda function to handle requests from the REST API.
aws lambda-functions llama2 rag sagemaker
Last synced: 10 Feb 2025
https://github.com/pranavdarshan/automotive-fault-detection
This project is used to predict fault in automotive engines and detect the probability or risk of failure. It makes use of TabNet, a machine learning model for predicting the risk of failure. It makes use of OpenAI LLM model for generating a report.
Last synced: 19 Feb 2025
https://github.com/pranavdarshan/arduino-examples
Basic Arduino codes for simple projects
Last synced: 19 Feb 2025
https://github.com/pranavdarshan/s3-image-upload
The following code in NodeJS is to upload 8 images to S3 directly and process these images using a Lambda function and get the final result in another S3 bucket. Finally we retrieve this processed image and display it on the website.
Last synced: 19 Feb 2025
https://github.com/pranavdarshan/nodemcu-iot-deliveryvehicle
NodeMCU based IoT end to end delivery system that can be easily controlled from any part of the world with Blynk application.
Last synced: 19 Feb 2025
https://github.com/pranavdarshan/landmark-classification-udacity
The repository contains code for a CNN from scratch, a CNN built from Transfer Learning using ResNet18 and a webapp code for uploading an image and the scores for each of the classes is printed out.
convolutional-neural-networks image-classfication resnet-18 udacity-machine-learning-nanodegree
Last synced: 19 Feb 2025
https://github.com/pranavdarshan/bike-sharing-demand-kaggle
Solution for Kaggle competition "Bike Sharing Demand". The solution using AutoGluon's Tabular Predictor provides a good overview of which model to choose as the base model for this problem.
autogluon aws-sagemaker exploratory-data-analysis python
Last synced: 19 Feb 2025
https://github.com/pranavdarshan/ai-programming-with-python-udacity
The repository contains the project for "AI Programming with Python" from Udacity. There are two projects the first one is about the classification of dog breeds and the second is flower classification.
deep-learning pyhton transfer-learning
Last synced: 19 Feb 2025
https://github.com/pranavdarshan/ml-workflow-scones-unlimited
ML Workflow for a company called Scones Unlimited. Image classification model that can automatically detect which kind of vehicle delivery drivers have, in order to route them to the correct loading bay and orders.
aws-lambda aws-step-functions image-classification jupyter-notebook ml-workflow sagemaker sagemaker-deployment sagemaker-studio udacity-machine-learning-nanodegree
Last synced: 19 Feb 2025