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ai_traffic_counter_using_yolov3_and_opencv

detect and track vehicles from a traffic video stream and report the counts on each direction of highway

audio-speech-tutorial

This repository contains a short introduction on the topic of audio and speech processing -- from basics to applications.

biogenesis

BioGenesis is a deep learning model to detect whether the patient have breast cancer or not based on her medical imaging of the breast. It also comes with a front-end website about the project and the research

breast-cancer-detection

This project uses mammograms for breast cancer detection using deep learning techniques.

breast-cancer-detection_002

breastcancercellsdetection

Implement an algorithm to automatically detect cells in the attached image of breast cancer cells taken with a phase-contrast optical microscope. My codes apply various basic image processing and binary morphology operations to the input image.

cancer-cells-detection-tracking

Detecting and Tracking cancer (HeLa) cells using Computer Vision techniques. The project also detects cell division and analyses cell motion such as speed, distance travelled etc. The project uses OpenCV3 for image processing.

captk

Cancer Imaging Phenomics Toolkit (CaPTk) is a software platform to perform image analysis and predictive modeling tasks. Documentation: https://cbica.github.io/CaPTk

cnn4brca

Using Convolutional Neural Networks (CNN) for Semantic Segmentation of Breast Cancer Lesions (BRCA). Master's thesis

computervision_cnn_cifar10_imageclassification_tensorflow

Using Tensorflow and keras for building CNN model with CIFAR-10 dataset for image classification

computervision_peoplecounter_opencv_yolo5_pytorch

Computer Vision model for livestream frame people counter. Using OpenCV, YOLO5 from ultralytics, pytorch

counting-people-yolov8

covid-19-chest-x_rays-images-multi-class-classification-computer-vision-

Covid-19 chest x_rays images multi-class classification while classes are (COVID, Pneumonia, normal)

cutie

[arXiv 2023] Putting the Object Back Into Video Object Segmentation

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deep-learning-course-repo

deepstream

yolov2 ,yolov5 ,yolov6 ,yolov7 ,yolov7,yolovR ,yolovX on deepstream

demofusion

Let us democratise high-resolution generation! (arXiv 2023)

deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

doktora

Doktora

easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

endo-fm

[MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train

genderdetection

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

histogramequalization

Write a histogram equalization code from scratch, without using ready-made functions. Codes increase the contrast of the input image by applying histogram equalization.

histomicstk

A Python toolkit for pathology image analysis algorithms.

insem-camera-foot-traffic-counter

Scrapes live video footage and detects and counts people using YOLO.

kaggle-breast-cancer-cell-segmentation

https://www.kaggle.com/andrewmvd/breast-cancer-cell-segmentation

laplacianfiltering

Write a Laplacian filtering based image sharpening code. Codes make the details/edges of the image more visible by applying your method to the input image. For comparison purposes, also show the input and output images where you zoom in on an area containing detail/edge.

license-plate-recognition

This is a college project for Image Processing Course, its aim is to recognize Egyptian car plate and to decide if the car will pass the gate or not based on plates database.