Efinix-Inc/tinyml

Opensource software/hardware platform to build edge AI solutions deployed on FPGA or custom ASIC hardware.

Vitis AI is Xilinx’s development stack for AI inference on Xilinx hardware platforms, including both edge devices and Alveo cards.

Machine learning on FPGAs using HLS

Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥

An Open Workflow to Build Custom SoCs and run Deep Models at the Edge

Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).

INT8 single-class YOLOv3-Tiny accelerator and OV5640-to-HDMI bare-metal demo for Xilinx Zynq-7000 XC7Z100, with PyTorch training and parameter-export tools. Topics yolov3-tiny, fpga, zynq-7000, xc7z100, verilog, vivado, vitis, pytorch, int8-quantization, object-detection, axi4-stream, ov5640, hdmi, embedded-systems, computer-vision

A custom micropython firmware integrating tensorflow lite for microcontrollers and ulab to implement the tensorflow micro examples.

NVDLA (An Opensource DL Accelerator Framework) implementation on FPGA.