Radar Signal Classification ML Frameworks

Tools and datasets for classifying radar signals and targets using machine learning, including radar simulation, signal processing, and target recognition systems. Does NOT include general signal processing, non-radar RF applications, or sensor fusion without radar components.

There are 45 radar signal classification frameworks tracked. 4 score above 50 (established tier). The highest-rated is ayoolaolafenwa/PixelLib at 60/100 with 1,074 stars. 1 of the top 10 are actively maintained.

Get all 45 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=radar-signal-classification&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	ayoolaolafenwa/PixelLib Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/	60	Established	1,074	Python
2	ngageoint/hootenanny Hootenanny conflates multiple maps into a single seamless map.	59	Established	378	JavaScript
3	ainfosec/FISSURE The RF and reverse engineering framework for everyone. Follow and ★ to show...	56	Established	1,933	Python
4	kitoweeknd/RFUAV This is official repository of our paper "RFUAV: A Benchmark Dataset for...	52	Established	360	Python
5	YakshHaranwala/PTRAIL PTRAIL is a state-of-the art parallel computation library for Mobility Data...	48	Emerging	27	Python
6	brysef/rfml Radio Frequency Machine Learning with PyTorch	48	Emerging	184	Jupyter Notebook
7	usnistgov/SimulatedRadarWaveformGenerator A software tool that generates simulated radar signals and creates RF...	46	Emerging	106	MATLAB
8	Sachini/Fusion-DHL Fusion-DHL: WiFi, IMU, and Floorplan Fusion for Dense History of Locations...	46	Emerging	119	Python
9	ZYY0844/radarODE-MTL Official implementation of radarODE and radarODE-MTL	42	Emerging	51	Python
10	ZHOUYI1023/awesome-radar-perception A curated list of radar datasets, detection, tracking and fusion	42	Emerging	1,802	—
11	hunterlew/mstar_deeplearning_project Radar target classification, detection and recognition using deeplearning...	41	Emerging	238	C++
12	IQTLabs/RFClassification Project aimed to use RF signals to detect and classify devices	40	Emerging	40	Jupyter Notebook
13	SensorOrgNet/Recurrent_Neural_Networks_for_Accurate_RSSI_Indoor_Localization Source code for M.T. Hoang, B. Yuen, X. Dong, T. Lu, R. Westendorp and K....	39	Emerging	53	Python
14	aisari/AutofocusSAR Machine Learning for Synthetic Aperture Radar Autofocus	38	Emerging	79	Python
15	Stelath/geoguessr-ai A PyTorch implementation of a 3D CNN model to train an AI that can guess...	37	Emerging	92	Jupyter Notebook
16	Kalit31/Drone-Detection-and-Identification-using-RF-signals Code repository for 'Machine Learning based framework for Drone Detection...	35	Emerging	9	Jupyter Notebook
17	jangsoopark/AConvNet-pytorch PyTorch implementation of Target Classification Using the Deep Convolutional...	35	Emerging	64	Jupyter Notebook
18	SpaceEngineerSS/RadarSim Open-source radar simulation for education and research. Features radar...	33	Emerging	6	Python
19	noraagah/-A-local-machine-learning-approach-for-Fingerprint-based-Indoor-Localization Code for "A Local Machine Learning Approach for Fingerprint based Indoor...	33	Emerging	11	MATLAB
20	Crush0416/MS-CVNets-a-novel-complex-valued-neural-networks-for-SAR-ATR MS-CVNets: a novel SAR ATR method based on Multi-Stream Complex-Valued Networks	32	Emerging	43	Python
21	maxbundscherer/a-sdr Just another Software-defined radio (SDR) project and page.	32	Emerging	5	—
22	CogitoNTNU/geoguessr-ai CV-based AI model that is able to predict location (coordinates) of picture...	31	Emerging	17	Jupyter Notebook
23	KlemenBr/uwb_positioning The code contains the preprocessing scripts and experiments that work on UWB...	31	Emerging	44	Python
24	ZYY0844/CFT-RFcardi Official implementation of CFT-RFcardi	30	Emerging	6	Jupyter Notebook
25	disi-unibo-nlp/uwb-nlos-human-detection Dataset for "Human Being Detection from UWB NLOS Signals: Accuracy and...	27	Experimental	11	—
26	AlexvZyl/Radar 📡 Techniques and algorithms implemented for my Master's thesis. Includes...	25	Experimental	11	Julia
27	diptiman-mohanta/Radar-Based-UAV-Classification Advanced radar-based classification system for detecting and distinguishing...	24	Experimental	12	MATLAB
28	plegaspi/UHDT-ODCL-2025 The repo for the ODCL system developed by University of Hawaiʻi Drone...	24	Experimental	2	—
29	ZYY0844/Horcrux Official implementation of Horcrux for radar signal augmentation	22	Experimental	15	Jupyter Notebook
30	jun012519/FMCW-Radar-ML-Classification 🚀 Simulate FMCW radar in MATLAB and classify targets (Human, Car, Drone)...	22	Experimental	—	MATLAB
31	ronobrian-eng/FMCW-Radar-ML-Classification MATLAB FMCW radar simulation with ML classification of Human / Car / Drone...	22	Experimental	3	MATLAB
32	ExampleTeam2/lost-and-found Predicting geolocations from pictures, research project done at HSLU. Open dataset:	21	Experimental	9	Jupyter Notebook
33	omas231/map1 Compute consistent, language-independent deterministic identifiers for...	21	Experimental	—	JavaScript
34	sahajrajmalla/landmark-based-urban-navigation This project uses geospatial technologies, landmark-based addressing, and...	19	Experimental	4	Jupyter Notebook
35	HUESITOS2411200/ImpulseRC_Driver_Fixer 🔧 Install the right serial port and DFU drivers for STM32 F3, F4, and F7...	14	Experimental	—	—
36	Kiw56s/Machine-Learning-Indoor-Positioning 📍 Implement a machine learning system for indoor localization using WiFi...	14	Experimental	—	MATLAB
37	mudasir6/guess-the-city Identify world cities by guessing locations shown in real photos through a...	13	Experimental	—	JavaScript
38	Chandrababu-Namani/UNKNOWN-RADAR-RECOGNITION-USING-RESNET-AND-CLUSTERING This system recognizes unknown and known radar signals helps in identifying...	12	Experimental	5	Jupyter Notebook
39	devgru-s18/Radar-Sensing-Missile-Launch-System Automated missile launching system using radar and ultrasonic sensors for...	12	Experimental	1	C++
40	sofaradkova/room-selector 🏠CV project to help students quickly locate rooms on dorm floor plans during...	12	Experimental	1	Jupyter Notebook
41	meeranahmed/Indoor-Localization-Tracking-System Implementation of a WiFi tracking module where a bracelet can be attached to...	11	Experimental	—	HTML
42	StasyanOi/neural-network-hydroaccustic-signal-classification This project represents a neural network for classifying hydroaccustic...	11	Experimental	—	Java
43	weissbc07/map-digitize-pro Convert PDF maps to interactive vector data	11	Experimental	2	TypeScript
44	MaxB-RnD/GNSS-FreeNavigation GNSS-FreeNav is a deep learning-based navigation system designed for...	11	Experimental	4	—
45	filippodaniotti/TACV-DA-project Trends and Applications of Computer Vision - UniTN - Prof. Sebe - MSc AIS 2022	10	Experimental	2	—