zhaott618

centernet_codes_notes

centernet codes notes while learning

traffic_sign_detection

A traffic sign detector using cascade SVM and OpenCV

Advanced-Lane-Detection

Model for the extraction of lane lines, both curved and straight, from the road. Augmented the lane area, as well added important metrics, such as cars distance from the center of the road. Implemented with OpenCV and python.

algorithm

Basic and advanced coding questions and solution

caffe

Caffe: a fast open framework for deep learning.

cascade_rcnn_code_notes

notes while reading cascade rcnn code

cone_detection

Traffic cone detection based on yolo-v3 keras implementation

micro_env_obj_detection

Object detection in micro traffic scene with OpenCV, including pedestrain, vechicle, traffic light and lane

MobileNet-SSD

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

openpose_implementation

An simple implementation of openpose just for learning tensorflow and deeplearning

darknet

Convolutional Neural Networks

labelImg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

lanenet-lane-detection

Implemention of lanenet model for real time lane detection using deep neural network model

learnopencv

Learn OpenCV : C++ and Python Examples

M3D-RPN

models

Models and examples built with TensorFlow

opencv_extra

OpenCV extra data

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

SMSnet

Model-evaluator of Publication : "SMSnet: Semantic Motion Segmentation using Deep Convolutional Neural Networks"

tensorflow

An Open Source Machine Learning Framework for Everyone

zhaott618.github.io

interests, feelings and experiences to share