zhepengfei

LaneAF

SMOKE

SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation

Ultra-Fast-Lane-Detection

Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)

Vitis-AI

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

DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

dig-into-apollo

Apollo notes (Apollo学习笔记) - Apollo learning notes for beginners.

nuscenes-devkit

The devkit of the nuScenes dataset.

tensorflow-yolov3

🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"

caffe

Caffe: a fast open framework for deep learning.

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

awesome-speech-recognition-speech-synthesis-papers

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

PaperWeekly

Papers for CNN, object detection, keypoint detection, semantic segmentation, medical image processing, SLAM, etc.

Python

All Algorithms implemented in Python

deep_learning_object_detection

A paper list of object detection using deep learning.

darknet

Convolutional Neural Networks

gemmlowp

Low-precision matrix multiplication

GNNPapers

Must-read papers on graph neural networks (GNN)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

SSD

High quality, fast, modular reference implementation of SSD in PyTorch

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

deep-compression

Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626

SqueezeNet

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

PocketFlow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

awesome-capsule-networks

A curated list of awesome resources related to capsule networks

DenseNet-Keras

DenseNet Implementation in Keras with ImageNet Pretrained Models

DenseNet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.