Muntaha Shams's repositories
Object-detection-using-YOLOv3
YOLO is a state-of-the-art, real-time object detection algorithm. In this notebook, I had applied the YOLO algorithm to detect objects in images ,videos and webcam
Cloths-length-measurement
The model is able to predict long and short sleeves t-shirts, jackets, tops , shirt as well as trouser, jeans, skirts etc. Then length is measured in pixels using OpenCV.
length-detection-using-human-pose-estimation
this project is able to detect length of both arms and shoulder to neck distance on a image and video using MPII trained model weights with human pose estimation technique
German-Traffic-Sign-Classification
German-Traffic-Sign-Classification
color-detection-on-image
color recognition system which could identify any color in a given image. I did this simply by OpenCV by retrieving the R,G & B values from the pixel and matching them to a color dataframe given in the Colors.csv file.
Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
javascript
this repo contain practice solutions of javascript
langchain-tutorials
Overview and tutorial of the LangChain Library
learnopencv
Learn OpenCV : C++ and Python Examples
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Railway-track-fault-detection
This model is able to detect fault in railway track images
Real-time-Face-recongnition-using-keras-OpenCV
model is train using Vgg16 and tested on webcam
real-time-mask-detection
trained on own CNN model and tested on web camera
simulations
this repo contain simulations of various circuits
social-distance-detector
A social distancing detector built with OpenCV using YOLO(COCO model) object detector
streamlit-echarts-demo
Demo for Streamlit ECharts component
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.