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XRF55: A Radio Frequency Dataset for Human Indoor Action Analysis
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The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)
Basic Gesture Recognition Using mmWave Sensor - TI AWR1642
A point cloud dataset for mmWave radar human activity recognition.
Libraries and usage example for our MMFi Dataset
PMR: Prototypical Modal Rebalance for Multimodal Learning
[ICML 2023] A Closer Look at Few-shot Classification Again
An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please note that most of the collections of researches are mainly bas…
📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/
FGLA: Fast Generation-Based Gradient Leakage Attacks against Highly Compressed Gradients
FSL-Mate: A collection of resources for few-shot learning (FSL).
Point cloud generation using mm-wave radar, classification using PointNet/PointNet++, etc.
A sensor fusion approach to the recognition of microgestures.
Running Google Mediapipe Hand Tracking models on Luxonis DepthAI hardware (OAK-D-lite, OAK-D, OAK-1,...)
Online Prototype Learning for Online Continual Learning (ICCV 2023)
Hand gesture recognition for AWR1642 using machine learning
Official Pytorch implementation of the paper "Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification" (NeurIPS 2022)
A best practice for deep learning project template architecture.
A classified list of meta learning papers based on realm.
Transformer: PyTorch Implementation of "Attention Is All You Need"
Python program to read and plot the data in real time from the AWR1642 and IWR1642 mmWave radar boards (Texas Instruments).