ptoupas

amd-open-hardware-23

This repository provides an FPGA-based solution for executing object detection, focusing specifically on the popular YOLOv5 model architecture.

harflow3d

A tool for automated mapping and optimization of 3D-CNNs for HAR onto FPGA devices

smof

A tool for automated mapping and optimization of modern CNNs on FPGAs with smart off-chip eviction

conv_layers_animation

Animation of standard and transposed convolutional layers

data-science-workshop

lightweight-human-pose-estimation.pytorch

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

onnx-tool

ONNX model's shape inference and MACs(FLOPs) counting.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

tensorflow

An Open Source Machine Learning Framework for Everyone