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accdnn

A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration.

aditof_sdk

Analog Devices 3D ToF software suite

approximate-computing

Adder and multipliers (VHDL)

approximateadders_lowpower

argparse

Argument Parser for Modern C++

caffe-cnn-generator

Scripts to generate and train CNNs using pyCaffe API

caffe-yolo-1

YOLO (Real-Time Object Detection) in caffe

caph

A language and toolset for implementing dataflow applications on FPGAs

cnn-data-distribution

Visualize the numerical distribution of feature maps in CNNs

cnn-resource-model

Models to estimate the hardware cost of FPGA based implementations of CNNs

cnn-workload

Benchmarks the computational/memory workload of popular CNN models

deepfloat

An exploration of log domain "alternative floating point" for hardware ML/AI accelerators.

diffmot

code for CVPR2024 paper: DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction

dnnweaver2

Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.

efficientdnns

Collection of recent methods on DNN compression and acceleration

faceboxes.pytorch

A PyTorch Implementation of FaceBoxes

haddoc1

First version of the tool: Hardware Automated Dataflow Deployment of CNNs. DO NOT USE

haddoc2

haddoc2-demo

A Demo of Haddoc2 Tool presented at the Deep Learning On-Chip summer school

jetson-containers

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

jetson-nano-baseboard

Antmicro's open hardware baseboard for the NVIDIA Jetson Nano, TX2 NX and Xavier NX

latticefpga-csi2---jetson-nano

Lattice Crosslink FPGA is programmed to simulate an IMX219 image stream to a Jetson Nano

lcnn

LCNN: Lookup-based Convolutional Neural Network

libdeptheye

light-opencv-test

linux_nvidia_jetson

Allied Vision CSI-2 camera driver for NVIDIA Jetson Nano, TX2, and Xavier

mipi_camera

multi-operand-adder

Trying to Not solve the Multi-Operand-Adder problem on FPGAs

nvidia-jetson-imx477-rpiv3

NVIDIA Jetson IMX477 HQ RPI V3 camera driver

object_detection_map