maryamsafiyah-tech's Projects
dent identification using azure custom vision and python
credit to SANDYVARMA on kaggle Covid-19: BERT + MeSH Enabled Knowledge Graph
detect any COVID-19 Rapid Test Kit (RTK) in any given images
Tree detection from aerial imagery in Python
Repository for tree crown delineation from RGB imagery, coupled with methods to delineate tree crowns from LiDAR data. Further scripts to analyse the mortality rates and carbon stocks of identified individual trees.
Focus on prompting and generating
Problem Statements: 1. A manufacturing company faced higher complaints in the quality of their product, aircraft parts. The management wants to leverage AI to improve their quality check of products. A smallest dent on the surface can prove to be expensive impacting the integrity of the aircraft. With Image processing, the team wants to identify any defects in the products before approving the quality for shipment. The management would like to understand total defective and non defective parts in a batch of finished product images. Data - https://1drv.ms/u/s!AvJxssZTO60yfnT9bS92VBwhJcg?e=6DBxKV
Overview and tutorial of the LangChain Library
Airborne LiDAR data manipulation and visualisation for forestry application
Config files for my GitHub profile.
Problem Statement: 1.Sentiment Analysis Build a classifier to predict the sentiment of each sentence to positive vs negative sentiments. Three large review datasets from IMDB, Yelp, and Amazon labelled with positive or negative sentiment can be used in this exercise. Data - https://archive.ics.uci.edu/ml/datasets/Sentiment+Labelled+Sentences
A conversational chatbot built in Python using Streamlit and the OpenAI LLM model GPT 3.5.
Build ChatGPT over your data, all with natural language
covid test detection using OpenCV
A demonstration of a real life data analysis project using Python, Pandas, SQL and Seaborn.
A Python implementation of the Vehicle Routing Problem (VRP) using a genetic algorithm.
The updated version of the teleregram chat bot for 2023
This repository contains most of the python codes that is presented in my youtube videos.