Paris, France

Andrews Cordolino Sobral

Elite
@andrewssobral

Ph.D. in Computer Vision and Machine Learning

bgslibrary. A C++ Background Subtraction Library with wrappers for Python, MATLAB, Java and GUI on QT

2.3k

lrslibrary. Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

885

vehicle_detection_haarcascades. Vehicle Detection by Haar Cascades with OpenCV

558

simple_vehicle_counting. Vehicle Detection, Tracking and Counting

503

mctc4bmi. Matrix and Tensor Completion for Background Model Initialization

112

mtt. MATLAB Tensor Tools

89

dtt. A C++ header-only for data transfer between linear algebra libraries (Eigen, Armadillo, OpenCV, ArrayFire, LibTorch).

84

tensor_toolbox. MATLAB Tensor Toolbox (by Tamara Kolda)

41

godec. Python implementation of the GoDec algorithm from Zhou and Tao (ICML 2011) for low-rank and sparse representation

39

imtsl. IMTSL - Incremental and Multi-feature Tensor Subspace Learning

36

ostd. Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences

27

TDALAB. A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis

20

java_motion_detection. Motion Detection with Java + OpenCV + Webcam

17

YALL1. YALL1: Your ALgorithms for L1

13

llama-webapp. Gradio Web Interface to Interact with LLaMA

13

openai-whatsapp. OpenAI + Whatsapp = AI Assistant :rocket:

12

nway. N-way Toolbox for MATLAB (by Rasmus Bro)

8

redsvd. redsvd - RandomizED Singular Value Decomposition

7

detectParking. Automatic Parking Detection

6

poblano_toolbox. Poblano Toolbox (Sandia National Labs)

6

manopt. A Matlab tool­box for opti­mization on manifolds (by Boumal and Mishra)

6

LowRankSVDCodes. RSVDPACK: Implementations of fast algorithms for computing the low rank SVD, interpolative and CUR decompositions of a matrix, using randomized sampling. Includes codes for single core (using GNU GSL), multi-core (using Intel MKL) and GPU (using NVIDIA CUDA/CULA) architectures.

5

PROPACK. PROPACK toolbox (by Rasmus Larsen)

5

deep-learning-pytorch. PyTorch Deep Learning Models

5

buildOpenCVTX2. Build and install OpenCV for the NVIDIA Jetson TX2

5

bgslibrary-examples-python. Python

4

TT-Toolbox. TT-Toolbox (by Oseledets et al.)

4

awesome-background-subtraction. A curated list of background subtraction related papers and resources

3

speed-detector. A Python/OpenCV car speed detector

2

whatsapp-chatgpt. ChatGPT + DALL-E + WhatsApp = AI Assistant :rocket:

2

kalman_filter_cpp. Kalman Filter in C++

2

pytorch_cpp. Deep Learning sample programs using PyTorch in C++

2

lightspeed. Lightspeed Toolbox (by Tom Minka)

2

model_as_a_service. Machine Learning Model as a Service

2

pytorch2keras. PyTorch to Keras model convertor

2

python-reverse-proxy. A simple reverse proxy in python

2

bgslibrary-examples-cpp. BGS Library Example Projects

2

self-driving-car. Udacity Self-Driving Car Engineer Nanodegree projects.

2

corpca. Compressive Online Robust Principal Component Analysis with Multiple Prior Information

2

Vehicle-And-Pedestrian-Detection-Using-Haar-Cascades. Real Time Detection and Classification of Vehicles and Pedestrians Using Haar Cascade Classifier

2

pyqt-node-editor-example. Python

2

rsc. Robust Subspace Clustering algorithms

2

tensorflow-nvJetson. TensorFlow for Nvidia Jetson, also include patch and script for building.

2

llama. Inference code for LLaMA models

1

yolo-finetuning. Python

1

Templated-Cpp-Tensor. C++

1

self-building-coding-agent. the simplest self-building coding agent

1

finetuning-gpt-oss-on-hpc. Python

1

streamlit-example. Example Streamlit app that you can fork to test out share.streamlit.io

1

tracklib. Object Tracking Library

1

equation_discovery_scene_analysis. Python

1

ffmpeg-cheatsheet. :vhs: A cheatsheet for common video processing operations in FFmpeg

1

Heuristic-Optimization-in-Python. Python

1

python_devops_template. Python DevOps Template

1

car-counting-and-speed-estimation-yolo-sort-python. This project imlements the following tasks in the project: 1. Vehicle counting, 2. Lane detection. 3.Lane change detection and 4.speed estimation

1
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