5starkarma's repositories
face-smoothing
OpenCV implementation of facial smoothing. Facial detection is done using an pretrained TensorFlow face detection model.
document-scanner
OpenCV implementation of document alignment using contour detection, contour approximation, homography and perspective transformations.
airquality_linear_regression
A PyTorch Linear Regression model to predict air quality after training on the AirQualityUCI.
video-razor
A package for slicing a video into N**2 sections.
albumentations
Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/
axioma-dataset-builder
Pipeline for quickly creating new augmented card datasets.
kenyan-food-13
Kenyan food 13 classification for the OpenCV Kaggle competition which I placed 6th.
coin_detection
An OpenCV application for coin detection using thresholding, morphological operations, connected component analysis, contour and blob detection.
django-tenants
Django tenants using PostgreSQL Schemas
django_quiz
This is a configurable quiz app for Django.
excel_factory
A module for extracting the data from an Excel spreadsheet regardless of the Excel file type (XLS or XLSX)
german_traffic_sign_object_detection
German traffic sign Object Detection using PyTorch, Detectron2, and RetinaNet pre-trained model.
german_traffic_sign_recognition_classification
A PyTorch CNN for image classification on the GTSRB dataset. Achieved 100% training and validation accuracy.
google-images-download
Google/Bing Images Web Downloader
handwritten_digit_classification
A PyTorch Convolutional Neural Network for handwritten digit (MNIST) classification.
holdem_calc
Texas Hold'em Odds Calculator
image-alignment
Next.js 13 app for image alignment using OpenCV.js
image_annotation
An OpenCV application used for image annotation using callback functions.
name_classification
A PyTorch Recurrent Neural Network for name classification.
object_classification
An OpenCV application using DarkNet for image object classification.
opencv_courses
This repository contains https://www.opencv.org course notebooks and projects.
react-complete-guide-code
Code snapshots and materials for our "React - The Complete Guide" course (https://acad.link/reactjs)
salary_binary_classification
A PyTorch Classification Model for determining whether a person's salary will be above or below $50k.
svhn_image_classification
A PyTorch Convolutional Neural Network for image (SVHN) classification.
vehicle_registration_plate_object_detection
An implementation of RetinaNet with Detectron2 used for detecting license plates.
voc2coco
How to create custom COCO data set for object detection
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > iOS