Ph.D. in Computer Vision and Machine Learning
bgslibrary. A C++ Background Subtraction Library with wrappers for Python, MATLAB, Java and GUI on QT
2.3klrslibrary. Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
885vehicle_detection_haarcascades. Vehicle Detection by Haar Cascades with OpenCV
558simple_vehicle_counting. Vehicle Detection, Tracking and Counting
503mctc4bmi. Matrix and Tensor Completion for Background Model Initialization
112mtt. MATLAB Tensor Tools
89dtt. A C++ header-only for data transfer between linear algebra libraries (Eigen, Armadillo, OpenCV, ArrayFire, LibTorch).
84tensor_toolbox. MATLAB Tensor Toolbox (by Tamara Kolda)
41godec. Python implementation of the GoDec algorithm from Zhou and Tao (ICML 2011) for low-rank and sparse representation
39imtsl. IMTSL - Incremental and Multi-feature Tensor Subspace Learning
36ostd. Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences
27TDALAB. A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis
20java_motion_detection. Motion Detection with Java + OpenCV + Webcam
17YALL1. YALL1: Your ALgorithms for L1
13llama-webapp. Gradio Web Interface to Interact with LLaMA
13openai-whatsapp. OpenAI + Whatsapp = AI Assistant :rocket:
12nway. N-way Toolbox for MATLAB (by Rasmus Bro)
8redsvd. redsvd - RandomizED Singular Value Decomposition
7detectParking. Automatic Parking Detection
6poblano_toolbox. Poblano Toolbox (Sandia National Labs)
6manopt. A Matlab toolbox for optimization on manifolds (by Boumal and Mishra)
6LowRankSVDCodes. 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.
5PROPACK. PROPACK toolbox (by Rasmus Larsen)
5deep-learning-pytorch. PyTorch Deep Learning Models
5buildOpenCVTX2. Build and install OpenCV for the NVIDIA Jetson TX2
5bgslibrary-examples-python. Python
4TT-Toolbox. TT-Toolbox (by Oseledets et al.)
4awesome-background-subtraction. A curated list of background subtraction related papers and resources
3speed-detector. A Python/OpenCV car speed detector
2whatsapp-chatgpt. ChatGPT + DALL-E + WhatsApp = AI Assistant :rocket:
2kalman_filter_cpp. Kalman Filter in C++
2pytorch_cpp. Deep Learning sample programs using PyTorch in C++
2lightspeed. Lightspeed Toolbox (by Tom Minka)
2model_as_a_service. Machine Learning Model as a Service
2pytorch2keras. PyTorch to Keras model convertor
2python-reverse-proxy. A simple reverse proxy in python
2bgslibrary-examples-cpp. BGS Library Example Projects
2self-driving-car. Udacity Self-Driving Car Engineer Nanodegree projects.
2corpca. Compressive Online Robust Principal Component Analysis with Multiple Prior Information
2Vehicle-And-Pedestrian-Detection-Using-Haar-Cascades. Real Time Detection and Classification of Vehicles and Pedestrians Using Haar Cascade Classifier
2pyqt-node-editor-example. Python
2rsc. Robust Subspace Clustering algorithms
2tensorflow-nvJetson. TensorFlow for Nvidia Jetson, also include patch and script for building.
2llama. Inference code for LLaMA models
1yolo-finetuning. Python
1Templated-Cpp-Tensor. C++
1self-building-coding-agent. the simplest self-building coding agent
1finetuning-gpt-oss-on-hpc. Python
1streamlit-example. Example Streamlit app that you can fork to test out share.streamlit.io
1tracklib. Object Tracking Library
1equation_discovery_scene_analysis. Python
1ffmpeg-cheatsheet. :vhs: A cheatsheet for common video processing operations in FFmpeg
1Heuristic-Optimization-in-Python. Python
1python_devops_template. Python DevOps Template
1car-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
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