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ai_projects

I am a full-stack engineer for AI projects, glad to share my experience. pratices make the top engineer.

caffe

Caffe: a fast open framework for deep learning.

captcha_break

验证码识别

captcha_orz

验证码识别

captiongen

Generate captions for an image using PyTorch

cnn_captcha

use cnn recognize captcha by tensorflow. 本项目针对字符型图片验证码，使用tensorflow实现卷积神经网络，进行验证码识别。

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

crnn_ctc_ocr_tf

Extremely simple implement for CRNN by Tensorflow

crnn_seq2seq_ocr_pytorch

Extremely simple implement for Chinese OCR by PyTorch.

cv_project_steeringangleprediction

Steering Angle Prediction in Self-Driving cars to enable end-to-end navigation.

cvnd---image-captioning-project

efficientnet-pytorch

A PyTorch implementation of EfficientNet

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

fuck12306

12306 图片验证码识别测试

image-captioning

Image Captioning using InceptionV3 and beam search

imagecaptioning.pytorch

I decide to sync up this repo and self-critical.pytorch. (The old master is in old master branch for archive)

jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

landmark-recognition-challenge

Source code used for the google landmark recognition challenge on kaggle [19th place]

lane-segmentation-solution-for-baiduai-autonomous-driving-competition

Lane Segmentation Solution for Baidu AI PaddlePaddle Autonomous Driving Competition(1st Place)

mxnet-deep-learning-in-action

nnunet

paddleseg

End-to-End Image Segmentation Kits Based on PaddlePaddle. (『飞桨』图像分割开发套件）

polyp-segmentation-using-unet-in-tensorflow-2.0

Implementing polyp segmentation using the U-Net and CVC-612 dataset.

pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch-fcn

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

pytorch-siamfc

Pytorch implementation of "Fully-Convolutional Siamese Networks for Object Tracking"

salsanext

Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving

self-driving-car-engineer-projects

Udacity Self-Driving Car Engineer Nano Degree projects

self-driving-car-nd-predict-steering-angle-with-cnn

Predict the steering angle of the car using CNN with center/front image as input.

self-driving-car-steering-simulator

The aim of this project is to allow a self driving car to steer autonomously in a virtual environment.