hog-features | Topic | Ecosyste.ms: Repos

Topic: "hog-features"

tatsuyah/vehicle-detection

Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.

Language: Jupyter Notebook - Size: 60.1 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 1,147 - Forks: 170

amineHorseman/facial-expression-recognition-using-cnn

Deep facial expressions recognition using Opencv and Tensorflow. Recognizing facial expressions from images or camera stream

Language: Python - Size: 466 KB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 445 - Forks: 141

bnosac/image

Computer Vision and Image Recognition algorithms for R users

Language: C++ - Size: 98.2 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 271 - Forks: 62

rpng/calc

Convolutional Autoencoder for Loop Closure

Language: Python - Size: 31.6 MB - Last synced at: 26 days ago - Pushed at: over 5 years ago - Stars: 198 - Forks: 46

amineHorseman/facial-expression-recognition-svm

Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset

Language: Python - Size: 4.08 MB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 165 - Forks: 62

ahmetozlu/vehicle_counting_hog_svm

Vehicle detection, tracking and counting by SVM is trained with HOG features using OpenCV on c++.

Language: C++ - Size: 82 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 96 - Forks: 33

PENGZhaoqing/Hog-feature

HOG feature extractor with simple python implementation

Language: Python - Size: 5.17 MB - Last synced at: 25 days ago - Pushed at: about 8 years ago - Stars: 92 - Forks: 46

mithi/vehicle-tracking-2 📦

A vehicle detection and tracking pipeline with OpenCV, histogram of oriented gradients (HOG), and support vector machines (SVM).

Language: Jupyter Notebook - Size: 64.6 MB - Last synced at: 12 months ago - Pushed at: over 6 years ago - Stars: 82 - Forks: 31

vinay0410/Pedestrian_Detection

Detects Pedestrians in images using HOG as a feature extractor and SVM for classification

Language: Python - Size: 2.61 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 74 - Forks: 25

kmr0877/Vehicle-and-Speed-Identification

Detecting Cars in real time and identifying the speed of cars and tracking

Language: Python - Size: 121 MB - Last synced at: 14 days ago - Pushed at: over 6 years ago - Stars: 64 - Forks: 21

mlampros/OpenImageR

Image processing Toolkit in R

Language: R - Size: 48.7 MB - Last synced at: 15 days ago - Pushed at: almost 2 years ago - Stars: 61 - Forks: 11

akhilesh-k/Lane-and-Vehicles-Detection

This repository contains works on a computer vision software pipeline built on top of Python to identify Lanes and vehicles in a video. This project is not part of Udacity SDCND but is based on other free courses and challanges provided by Udacity. It uses Computer vision and Deep Learrning Techniques. Few pipelines have been tried on SeDriCa, IIT Bombay.

Language: Jupyter Notebook - Size: 91.1 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 61 - Forks: 39

SCRN-VRC/SVM-Face-and-Object-Detection-Shader

SVM using HOG descriptors implemented in fragment shaders

Language: GLSL - Size: 64.7 MB - Last synced at: 21 days ago - Pushed at: almost 4 years ago - Stars: 52 - Forks: 2

josemarcosrf/HOG-Pedestrian-Detector

MATLAB implementation of a basic HOG + SVM pedestrian detector.

Language: MATLAB - Size: 980 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 44 - Forks: 26

Mquinn960/sign-language

Android application which uses feature extraction algorithms and machine learning (SVM) to recognise and translate static sign language gestures.

Language: C++ - Size: 798 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 38 - Forks: 22

preethampaul/HOG

Histogram Of Oriented Gradients

Language: Python - Size: 572 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 35 - Forks: 17

nickorzha/vehicle-speed-tracking

Detecting Cars in real time and identifying the speed of cars and tracking

Language: Python - Size: 121 MB - Last synced at: 18 days ago - Pushed at: almost 2 years ago - Stars: 24 - Forks: 0

RashadGarayev/PersonDetection

Person Detection using HOG Feature and SVM Classifier

Language: Python - Size: 64.1 MB - Last synced at: 15 days ago - Pushed at: about 5 years ago - Stars: 23 - Forks: 15

verifid/facereg

Python module for face recognition with OpenCV and Deep Learning.

Language: Python - Size: 1.57 MB - Last synced at: 12 days ago - Pushed at: about 4 years ago - Stars: 21 - Forks: 1

harveenchadha/Udacity-CarND-Vehicle-Detection-and-Tracking

Term 1, Project 5 - Udacity Self Driving Car Nanodegree

Language: Jupyter Notebook - Size: 446 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 21 - Forks: 14

TusharChugh/Vehicle-Detection-HOG

Detecting vehicles using HOG features and SVM

Language: Jupyter Notebook - Size: 253 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 18 - Forks: 9

dpetrini/mnist_compare

Compare different HOG descriptor parameters and machine learning algorithms for Image (MNIST) classification

Language: Python - Size: 128 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 17 - Forks: 4

shreyamalogi/AI_Attendance

Attendence system using Artificial Intelligence - A collaboration project by team Mavericks

Language: HTML - Size: 2.18 MB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 0

preritj/Vechicle-Detection-Tracking

Vehicle detection and tracking using linear SVM classifier

Language: Jupyter Notebook - Size: 10 MB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 15 - Forks: 6

saimj7/Object-Detection-Algorithms

Detection algorithms and applications from famous papers; simple theory; solid code.

Language: Python - Size: 103 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 4

AbdassalamAhmad/Attendance_System

Attendance System using Face Recognition (HOG)

Language: Python - Size: 1.73 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 4

yukitsuji/Vehicle_Detection_hog

vehicle detection by HOG and color features

Language: Jupyter Notebook - Size: 27.6 MB - Last synced at: 2 months ago - Pushed at: about 8 years ago - Stars: 13 - Forks: 5

sarveshj/Traffic_sign_recognition

Recognize traffic sign using Histogram of Oriented Gradients (HOG) and Colorspace based features. Support Vector Machines (SVM) is used for classifying images.

Language: MATLAB - Size: 2.74 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 12 - Forks: 1

sergiud/hogpp

Fast computation of rectangular histogram of oriented gradients (R-HOG) features using integral histogram

Language: C++ - Size: 327 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 11 - Forks: 1

alexander-hamme/Pedestrian_Detector

Several methods for detecting pedestrians either in images or in camera feed, using OpenCV and Python. With inspiration and code from Adrian Rosebrock's PyImageSearch blog.

Language: Python - Size: 501 KB - Last synced at: 6 months ago - Pushed at: over 7 years ago - Stars: 10 - Forks: 3

hangyao/Udacity_SDCND_Vehicle-Detection

Created a vehicle detection and tracking pipeline with OpenCV, histogram of oriented gradients (HOG), and support vector machines (SVM). Optimized and evaluated the model on video data from a automotive camera taken during highway driving.

Language: Jupyter Notebook - Size: 54 MB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 10 - Forks: 2

NestorRV/HOG

HOG implementation for pedestrian detection.

Language: Python - Size: 4.6 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 9 - Forks: 1

saravanabalagi/face_id

Detect, recognize and verify faces using hybrid features: “deep” features from VGG-net + HoG + LBP. Hybrid Features help increase recognition significantly

Language: HTML - Size: 201 MB - Last synced at: 12 days ago - Pushed at: almost 7 years ago - Stars: 9 - Forks: 5

HobbySingh/Vision-Based-Fixed-Wing-Landing

This research uses computer vision and machine learning for implementing a fixed-wing-uav detection technique for vision based net landing on moving ships. A rudimentary technique using SIFT descriptors, Bag-of-words and SVM classification was developed during the study.

Language: MATLAB - Size: 9.69 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 8 - Forks: 1

farisology/TBSupervisedClassification

Training AdaBoost Classifier of 500 estimators to classify HOG&LBP features of TB &NTB (Tuberculosis) chest X-ray images

Language: Jupyter Notebook - Size: 1.4 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 8 - Forks: 2

harsh-99/Traffic-sign-detection

Traffic sign detection and classification

Language: Jupyter Notebook - Size: 43.8 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 11

ycc789741ycc/HOG-BGR-with-visualization

HOG feature descriptor, the kind of feature transform before we put our image into SVM. This repository also provides hog visualization both before and after doing block normalization.

Language: Python - Size: 2.33 MB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

talha1503/HOG-numpy

Numpy Implementation of classic computer vision feature extraction algorithm.

Language: Python - Size: 8.79 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 0

ErolOZKAN-/ComputerVision-ObjectDetection

Computer Vision - Object Detection

Language: Matlab - Size: 46.6 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 6 - Forks: 1

Tejas1415/Multiple-Moving-Object-Detecting-and-Tracking-Using-ML

Multiple Moving objects in a surveillance video were detected and tracked using ML models such as AdaBoosting. The obtained results were compared with the results from Kalman Filter.

Language: MATLAB - Size: 44 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2

prakass1/detect-traffic-signs

Recognizing Traffic signs from GTSRB dataset ||:red_circle:||:small_red_triangle:||:small_red_triangle_down:||

Language: Python - Size: 42.7 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 3

jeongwhanchoi/object-detection

Object Detection Techniques for the Vehicle Detection

Language: Jupyter Notebook - Size: 7.54 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 2

geekysethi/pedestrian-detection

pedestrian detection using GMM and HOG

Language: Python - Size: 14.2 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 1

Nizarassad/Face-mask-detection

This project aims to develop a real-time face mask detection and classification system using computer vision techniques.

Language: Jupyter Notebook - Size: 9.14 MB - Last synced at: 16 days ago - Pushed at: 9 months ago - Stars: 4 - Forks: 2

BasmaElhoseny01/Grades-Auto-Filler

Image Processing Grades Auto filler with 2 models Graded Sheet Model & Bubble Sheet Model

Language: Jupyter Notebook - Size: 218 MB - Last synced at: 9 months ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 3

RAvengineer/CSE3018-CBIR-Lab

Lab Experiments under Lab component of CSE3018 - Content-based Image and Video Retrieval course at Vellore Institute of Technology, Chennai

Language: MATLAB - Size: 6.48 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1

cdemutiis/Vehicle_Detection_and_Tracking

Use a Histogram of Oriented Gradients (HOG), Spatial Binning of Color, Histograms of Color, a Linear Support Vector Machine and multi-scale sliding windows for vehicle detection and tracking

Language: Jupyter Notebook - Size: 196 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 4 - Forks: 3

styczen/Advanced-vision-algorithms

Few computer vision algorithms implemented in Python for university course.

Language: Python - Size: 242 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

aditi184/PedestrianDetection

Moving from Non-Neural to Neural methods for Object detection (HoG-SVM to Faster RCNN)

Language: Jupyter Notebook - Size: 12.5 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

darkhorrow/real-fake-faces-classification

A real vs fake face detection

Language: Jupyter Notebook - Size: 24.6 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0

bmdVC013/vehicle-detection

Created vehicle detection pipeline with Support Vector Machines (OpenCV + HOG).

Language: Jupyter Notebook - Size: 72.8 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

PanosAntoniadis/computer_vision-ntua

Lab exercises of computer vision course in NTUA

Language: MATLAB - Size: 68.5 MB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 0

rpytel1/multimedia-project

Implementation of content based recommendation system using transformed data from Social Media Challenge. Similarity based and Machine Learning approaches implemented. Employed image features like: HOG histogram, HSV histogram and even SIFT descriptors.

Language: Python - Size: 104 MB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 0

hihebark/gore

gore - Image processing (hope so!)

Language: Go - Size: 4.45 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0

AvishekParajuli/SmartCar_proj

Language: C++ - Size: 14.7 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 2

sookinoby/vehicle-detection

Udacity vehicle detection project. Use HOG features and SVM to detect vehicles

Language: Python - Size: 42.2 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 3

emogooo/Biomedical-Data-Processing-with-Image-Filters

Processing biomedical data using LBP, HOG, and Gabor filters for enhanced analysis and feature extraction.

Language: Python - Size: 17.9 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

nick8592/Kmeans-Clustering

K-means clustering is an algorithm that groups similar data points into a predetermined number of clusters by minimizing the sum of squared distances between data points and their cluster centroids.

Language: Python - Size: 48.7 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0

EslamAsHhraf/Hand-Gesture-Recognition

🖐 An implementation of a machine learning model for detecting and recognizing hand signs (0-5) accurately using Python. The project pipeline involves the following modules: Preprocessing, Feature Extraction, Model selection and training, and finally performance analysis.

Language: Python - Size: 321 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

insung3511/human-detection

OpenCV Human Detection using HOG descriptor

Language: Python - Size: 21.4 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

AnveshaM/Facial_Emotion_Recognition

Project aimed to compare the performances of MLP, SVM and CNN algorithms in detecting the facial emotions. It also uses a pre-trained model and evaluates its performance in facial emotion recognition.

Language: Jupyter Notebook - Size: 2.27 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

varuncanamedi3301/UNISYS-Project

Edge driven, IoT based, intelligent system for restricted access control in commercial establishments. This project is a part of UNISYS Cloud 20/20 contest. Developed by students of BMSCE, Bengaluru

Language: Jupyter Notebook - Size: 20.3 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 2

arijitiiest/Malaria-Detection

Malaria Detection Project on Malaria Cells

Language: Jupyter Notebook - Size: 738 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 4

nikitaa30/Face-Recognition

Uses DLIB library for face recognition.

Language: Python - Size: 140 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 2

shreyasbhatia09/Yelp_photo_classification

Automatic generation of restaurant labels given multiple images of a restaurant

Language: Jupyter Notebook - Size: 207 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

emredog/vmt

Activity recognition with volume motion templates and histograms of 3D gradients

Language: C++ - Size: 82.7 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 2

TusharChugh/LaneFinding

Lane finding with traditional CV techniques. Coded in python using OpenCV API's

Language: Jupyter Notebook - Size: 189 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

ninopereira/Vehicle_Detection_and_Tracking

Main strategies and methods employed in solving the problem of detecting vehicles in a video stream.

Language: Jupyter Notebook - Size: 158 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 2

overtane/udacity-carnd-p5

Computer Vision: Vehicle Detection

Language: Jupyter Notebook - Size: 44.3 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 2 - Forks: 3

aditbiswas1/P5-Vehicle-Detection

A vehicle detection pipeline trained on cars from kitti dataset using SVM classifiers on color and spatial features.

Language: Jupyter Notebook - Size: 36.1 MB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 2 - Forks: 1

maxosprojects/cozmo-far-cube-detector

Pre-trained custom HOG detector for Cozmo cubes on greater distance

Language: Python - Size: 55.7 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 2 - Forks: 0

oldtree/human-body-detective

human body detective using opencv and svm

Language: C++ - Size: 121 KB - Last synced at: about 2 months ago - Pushed at: almost 12 years ago - Stars: 2 - Forks: 0

imamaaa/signature-recognition-cnn

A deep learning-based system for signature classification using CNN, HOG, and SIFT. This project segments signature images, applies feature extraction, and trains models to recognize individual signatures. Performance is evaluated using precision, recall, F1-score, and accuracy.

Language: Jupyter Notebook - Size: 3.94 MB - Last synced at: 30 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

chriamue/hog-detector

Histogram of Oriented Gradients and Object Detection

Language: Rust - Size: 55 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

sef007/NN-Numpy-Only-HOG-Feature-Extraction-and-ML-Library-Integration

Digit Recognition Neural Network: Built from scratch using only NumPy. Optimised version includes HOG feature extraction. Third version utilises prebuilt ML libraries.

Language: Python - Size: 10.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

guptaviha/Human-Detection-HOG

A human classifier using HOG feature extraction and KNN clustering.

Language: Python - Size: 3.24 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

wecet/Vehicle-Detection-and-Classification

Using YOLOv3, YOLOv4, Faster R-CNN and HoG to detect and classify different types of vehicles from one another

Language: Jupyter Notebook - Size: 291 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

ThuraAung1601/human-detection-hog

Human Detection using HOG features and Linear SVM classifier

Language: Python - Size: 3.12 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

chusheng0505/Object-Detections-and-Text-Recognitions-with-YoloV3-XGBoost

Objects Detection and Text Recognitions

Language: Jupyter Notebook - Size: 85.9 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

trietvo3105/HOG-SVM-face-detection

A repository for the project of human face detection using classical algorithm including HOG (for feature extraction) and SVM (for object classification)

Language: Python - Size: 6.73 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

mehboobali98/MNIST-Digit-Recognition

The popular MNIST dataset is used for the digit recognition task using different machine learning algorithms such as KNN and SVM with HOG features. A simple feed-forward neural network is also used for comparison with the machine learning models. A detailed report in IEEE format is also provided.

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

MichaelBosello/composite-sketch-recognition

Matching facial photographs to composite sketches.

Language: C# - Size: 43.6 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

Marin-Tony/attendance-system-using-face-detection

This project aims to automate the traditional attendance system where the attendance is marked manually. It also enables an organization to maintain its records like in-time, out time and attendance digitally. Digitalization of the system would also help in better visualization of the data using graphs to display the no. of employees present today. Its added features serve as an efficient upgrade and replacement over the traditional attendance system.

Language: HTML - Size: 2.05 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

GSaiDheeraj/Autonomous-car-Vision

Language: Jupyter Notebook - Size: 36.8 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

daniqsilva25/tactode_recognition

Code repository for Tactode tiles recognition using: (i) machine learning with HOG&SVM, (ii) deep learning with some neural networks like VGG16/19, ResNet152, MobileNetV2, YOLOv4 and SSD, (iii) matching of handcrafted features with SIFT, SURF, ORB and BRISK, and (iv) template matching.

Language: Python - Size: 70.3 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1