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ShengLi's Projects

chatgpt-web icon chatgpt-web

用 Express 和 Vue3 搭建的 ChatGPT 演示网页

chineseocr_lite icon chineseocr_lite

超轻量级中文ocr,支持竖排文字识别, 支持ncnn推理 , psenet(8.5M) + crnn(6.3M) + anglenet(1.5M) 总模型仅17M

cream icon cream

This is a collection of our NAS and Vision Transformer work.

d2l-en icon d2l-en

Dive into Deep Learning: an interactive deep learning book on Jupyter notebooks, using the NumPy interface.

darknet icon darknet

Windows and Linux version of Darknet Yolo v4 (v3/v2) Neural Networks for object detection (Tensor Cores are used)

deformable-detr icon deformable-detr

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

east icon east

PyTorch Re-Implementation of EAST: An Efficient and Accurate Scene Text Detector

examples icon examples

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

lstm icon lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

machinelearning_lab icon machinelearning_lab

Code lab for machine learning. Including Least Square Method,Gradient Descent,Newton's Method,Hierarchy Cluster,KNN,Markov,Adaboost,Random Number Generation(all kinds of distributions),N Sigma outlier detection,outlier detection based on median,FFT outlier detection,DBSCAN,Kmeans,Naive Bayes,perceptron,reinforcement learning.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

polarmask icon polarmask

Code for 'PolarMask: Single Shot Instance Segmentation with Polar Representation'

pytorch-fcn icon pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

scnn icon scnn

Spatial CNN for traffic lane detection (AAAI2018)

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