ZHUANG-JLU

SFA3D

Super Fast and Accurate 3D Object Detection based on 3D LiDAR Point Clouds (The PyTorch implementation)

Ultra-Fast-Lane-Detection

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

Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

EfficientDet

EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow

U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

YOLOv3-complete-pruning

提供对YOLOv3及Tiny的多种剪枝版本，以适应不同的需求。

yolov3-channel-and-layer-pruning

yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

SlimYOLOv3

This page is for the SlimYOLOv3: Narrower, Faster and Better for UAV Real-Time Applications

face_recognition

The world's simplest facial recognition api for Python and the command line

nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

RL-Stock

📈 如何用深度强化学习自动炒股

mobile-lpr

Mobile-LPR 是一个面向移动端的准商业级车牌识别库，以NCNN作为推理后端，使用DNN作为算法核心，支持多种车牌检测算法，支持车牌识别和车牌颜色识别。

EasyPR

(CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations. CGCSTCD = China Graduate Contest on Smart-city Technology and Creative Design

EAST

A tensorflow implementation of EAST text detector

Attention-OCR

Visual Attention based OCR

License-Plate-Recognition

License Plate Recognition For Car With Python And OpenCV

yolov3_deepsort

Object tracking implemented with YOLOv3, Deep Sort and Tensorflow.

SRCNN-Tensorflow

Image Super-Resolution Using Deep Convolutional Networks in Tensorflow https://arxiv.org/abs/1501.00092v3

Deep-Learning-Approach-for-Surface-Defect-Detection

A Tensorflow implementation of "Segmentation-Based Deep-Learning Approach for Surface-Defect Detection"

InsightFace_Pytorch

Pytorch0.4.1 codes for InsightFace

ESPCN

A PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"

super-resolution

collection of super-resolution models & algorithms

crossnet

Cross-view Supervised Learning

Face-Resources

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

UDT_pytorch

DCFNet_pytorch

DCFNet: Discriminant Correlation Filters Network for Visual Tracking