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 40 radar signal classification frameworks tracked. 3 score above 50 (established tier). The highest-rated is ayoolaolafenwa/PixelLib at 59/100 with 1,074 stars and 646 monthly downloads. 1 of the top 10 are actively maintained.

Get all 40 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	ayoolaolafenwa/PixelLib Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/	59	Established	1,074	Python
2	ngageoint/hootenanny Hootenanny conflates multiple maps into a single seamless map.	55	Established	378	JavaScript
3	ainfosec/FISSURE The RF and reverse engineering framework for everyone. Follow and ★ to show...	52	Established	1,933	Python
4	YakshHaranwala/PTRAIL PTRAIL is a state-of-the art parallel computation library for Mobility Data...	45	Emerging	27	Python
5	kitoweeknd/RFUAV This is official repository of our paper "RFUAV: A Benchmark Dataset for...	45	Emerging	360	Python
6	brysef/rfml Radio Frequency Machine Learning with PyTorch	41	Emerging	184	Jupyter Notebook
7	usnistgov/SimulatedRadarWaveformGenerator A software tool that generates simulated radar signals and creates RF...	39	Emerging	106	MATLAB
8	Sachini/Fusion-DHL Fusion-DHL: WiFi, IMU, and Floorplan Fusion for Dense History of Locations...	39	Emerging	119	Python
9	ZHOUYI1023/awesome-radar-perception A curated list of radar datasets, detection, tracking and fusion	37	Emerging	1,802	—
10	ZYY0844/radarODE-MTL Official implementation of radarODE and radarODE-MTL	35	Emerging	51	Python
11	hunterlew/mstar_deeplearning_project Radar target classification, detection and recognition using deeplearning...	34	Emerging	238	C++
12	IQTLabs/RFClassification Project aimed to use RF signals to detect and classify devices	33	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....	32	Emerging	53	Python
14	Kalit31/Drone-Detection-and-Identification-using-RF-signals Code repository for 'Machine Learning based framework for Drone Detection...	32	Emerging	9	Jupyter Notebook
15	aisari/AutofocusSAR Machine Learning for Synthetic Aperture Radar Autofocus	31	Emerging	79	Python
16	Stelath/geoguessr-ai A PyTorch implementation of a 3D CNN model to train an AI that can guess...	30	Emerging	92	Jupyter Notebook
17	SpaceEngineerSS/RadarSim Open-source radar simulation for education and research. Features radar...	29	Experimental	6	Python
18	CogitoNTNU/geoguessr-ai CV-based AI model that is able to predict location (coordinates) of picture...	28	Experimental	17	Jupyter Notebook
19	ZYY0844/CFT-RFcardi Official implementation of CFT-RFcardi	28	Experimental	6	Jupyter Notebook
20	jangsoopark/AConvNet-pytorch PyTorch implementation of Target Classification Using the Deep Convolutional...	28	Experimental	64	Jupyter Notebook
21	noraagah/-A-local-machine-learning-approach-for-Fingerprint-based-Indoor-Localization Code for "A Local Machine Learning Approach for Fingerprint based Indoor...	26	Experimental	11	MATLAB
22	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	25	Experimental	43	Python
23	maxbundscherer/a-sdr Just another Software-defined radio (SDR) project and page.	25	Experimental	5	—
24	KlemenBr/uwb_positioning The code contains the preprocessing scripts and experiments that work on UWB...	24	Experimental	44	Python
25	futurians/E-IRFS This repository introduces E-IRFS, a general-purpose sampling method that...	24	Experimental	2	Python
26	omas231/map1 Compute consistent, language-independent deterministic identifiers for...	22	Experimental	—	JavaScript
27	jun012519/FMCW-Radar-ML-Classification 🚀 Simulate FMCW radar in MATLAB and classify targets (Human, Car, Drone)...	22	Experimental	—	MATLAB
28	disi-unibo-nlp/uwb-nlos-human-detection Dataset for "Human Being Detection from UWB NLOS Signals: Accuracy and...	20	Experimental	11	—
29	ronobrian-eng/FMCW-Radar-ML-Classification MATLAB FMCW radar simulation with ML classification of Human / Car / Drone...	18	Experimental	3	MATLAB
30	AlexvZyl/Radar 📡 Techniques and algorithms implemented for my Master's thesis. Includes...	18	Experimental	11	Julia
31	diptiman-mohanta/Radar-Based-UAV-Classification Advanced radar-based classification system for detecting and distinguishing...	18	Experimental	12	MATLAB
32	plegaspi/UHDT-ODCL-2025 The repo for the ODCL system developed by University of Hawaiʻi Drone...	17	Experimental	2	—
33	sofaradkova/room-selector 🏠CV project to help students quickly locate rooms on dorm floor plans during...	15	Experimental	1	Jupyter Notebook
34	ZYY0844/Horcrux Official implementation of Horcrux for radar signal augmentation	15	Experimental	15	Jupyter Notebook
35	ExampleTeam2/lost-and-found Predicting geolocations from pictures, research project done at HSLU. Open dataset:	14	Experimental	9	Jupyter Notebook
36	mudasir6/guess-the-city Identify world cities by guessing locations shown in real photos through a...	14	Experimental	—	JavaScript
37	Kiw56s/Machine-Learning-Indoor-Positioning 📍 Implement a machine learning system for indoor localization using WiFi...	14	Experimental	—	MATLAB
38	HUESITOS2411200/ImpulseRC_Driver_Fixer 🔧 Install the right serial port and DFU drivers for STM32 F3, F4, and F7...	14	Experimental	—	—
39	sahajrajmalla/landmark-based-urban-navigation This project uses geospatial technologies, landmark-based addressing, and...	12	Experimental	4	Jupyter Notebook
40	devgru-s18/Radar-Sensing-Missile-Launch-System Automated missile launching system using radar and ultrasonic sensors for...	10	Experimental	1	C++