MuntahaShams

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

practice

German-Traffic-Sign-Classification

German-Traffic-Sign-Classification

assign

bigquery_df_access

Bootcamp

this repository contain codes of bootcamp2020

CI_CD

class_dep

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.

doc

EasyOCR

GCP

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

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.

Interview-Prepartion-Data-Science

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.

nebullvm

Accelerate AI models inference leveraging best-of-breed optimization techniques 🚀

opencv

Open Source Computer Vision Library

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.

Video-based-vehicle-detection-tracking-velocity-estimation-and-registration-number-detection