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esanet

ESANet: Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis

examples

Example code and applications for machine learning on Graphcore IPUs

expmgr

Experiments Manager

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fasterrcnn-pytorch

FasterRCNN is implemented in VGG, ResNet and FPN base.

fastformers

FastFormers - highly efficient transformer models for NLU

fastmoe

A fast MoE impl for PyTorch

fastseq

An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks.

fcaf3d

FCAF3D: Fully Convolutional Anchor-Free 3D Object Detection

fcanet

Simple reimplemetation experiments about FcaNet

fchardnet

Fully Convolutional HarDNet for Segmentation in Pytorch

fedgraphnn

A Research-oriented Federated Learning Library and Benchmark Platform for Graph Neural Networks. Accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

feebee

Bayer Error Rate (BER) Estimator Evaluator

filprofiler

A Python memory profiler for data processing and scientific computing applications

filter-pruning-geometric-median

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

flexinfer

A flexible Python front-end inference SDK based on TensorRT

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

fnet

PyTorch implementation of FNet: Mixing Tokens with Fourier transforms

fnet-pytorch

Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms

focal-frequency-loss

Focal Frequency Loss for Generative Models

fpn-pytorch

fpn-semantic-segmentation

use FPN to FPN-Semantic-segmentation。pytorch version

fpn.pytorch

Pytorch implementation of Feature Pyramid Network (FPN) for Object Detection

fpn.pytorch-1

Pytorch Implementation of "Feature Pyramid Networks for Object Detection"

fpn_resnet-resnet-se-resnet-cbam

fpn_resnet、resnet-se、resnet-cbam

fpt

Implementation for paper Feature Pyramid Transformer

frameworkcontroller

General-Purpose Kubernetes Pod Controller

from-voxel-to-point

"From Voxel to Point: IoU-guided 3D Object Detection for Point Cloud with Voxel-to-Point Decoder" and "Anchor-free 3D Single Stage Detector with Mask-Guided Attention for Point Cloud" in ACM MM 2021.

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

funnel-transformer