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This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow
Parallel Programming for FPGAs -- An open-source high-level synthesis book
Python A novel multimodal approach for hybridbrain-computer interface
A professional medical question-answering robot based on Llama2 and RAG technology.
A PyTorch implementation of MobileNet V2 architecture and pretrained model.
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Winograd minimal convolution algorithm generator for convolutional neural networks.
This is the PyTorch implementation of VGG network trained on CIFAR10 dataset
Nonlinear MPC and WBC framework for legged robot based on OCS2 and ros-controls
HLS Project of pp4fpgas - https://github.com/xupsh/pp4fpgas-cn
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Collect important papers about snn
Simulation Software (ROS/MATLAB) for HECTOR Humanoid Robot Locomotion Control/Bipedal Locomotion Control/Force-and-moment-based MPC
Vitis AI is Xilinx’s development stack for AI inference on Xilinx hardware platforms, including both edge devices and Alveo cards.
Master Thesis "ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network"
A demo for accelerating YOLOv2 in xilinx's fpga pynq/zedboard
This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU.
[FPGA'21] CoDeNet is an efficient object detection model on PyTorch, with SOTA performance on VOC and COCO based on CenterNet and Co-Designed deformable convolution.
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
OpenAI Gym wrapper for the DeepMind Control Suite