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yuan16gcs's Projects
labelsmoothing
Regularizing NN Using Label Smoothing on MNIST and GTSRB Datasets
lanedetection_end2end
End-to-end Lane Detection for Self-Driving Cars
lanenet-lane-detection
Implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/
learnopencv
Learn OpenCV : C++ and Python Examples
mnasnet-keras-tensorflow
A Tensorflow Keras implementation (Graph and eager execution) of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.
mnist-center-loss
Center loss implementation in Keras
mobilenet-caffe
Caffe Implementation of Google's MobileNets
mobilenetv2-yolov3
use mobilenetv2 replace darknet53 for yolov3 detection
mobilenetv3
A Keras implementation of MobileNetV3.
models
Models and examples built with TensorFlow
mtcnn_face_detection_alignment
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks
mvision
机器人视觉 无人驾驶 视觉SLAM ORB LSD SVO DSO 深度学习目标检测yolov3 行为检测 opencv PCL 双目视觉
my-tensorflow-tutorials
This repo contains all of my TensorFlow tutorials
nsfw-classification-tensorflow
NSFW classify model implemented with tensorflow.
pretrain_speech_model
Speech Model Pre-training for End-to-End Spoken Language Understanding
prnet-depth-generation
A implementaion of depth generation based on [PRNet](https://github.com/YadiraF/PRNet), which was used in the paper ***Exploiting Temporal and Depth Information for Multi-frame Face Anti-spoofing***
pytorch_retinaface
Retinaface get 80.99% in widerface hard val using mobilenet0.25.
ranger-deep-learning-optimizer
Ranger - a synergistic optimizer using RAdam (Rectified Adam) and LookAhead in one codebase
real_time_face_recognition
Real time face detection and recognition base on opencv/tensorflow/mtcnn/facenet
real_time_text_detector_yolo2
use yolo2 to detect character
road_lane_line_detection
Find lane lines on the road using Python and OpenCV, applying Canny edge detectors and Hough line transforms
scnn
Spatial CNN for traffic lane detection (AAAI2018)
self-attention-gan
Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)
self-driving-toy-car
A self driving toy car using end-to-end learning
semantic-lane-detection
A robust lane detection system based on fully convolutional network for segmenting the road and the lane.
senet-tensorflow
Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)
speed-prediction
Use 3D convolutional network to predict the speed of a car via dashcam stream. The final mean squared error on validation set is 3.1 (mile/hour)^2.
ssd-tensorflow
Single Shot MultiBox Detector in TensorFlow
ssd_tensorflow_traffic_sign_detection
Implementation of Single Shot MultiBox Detector in TensorFlow, to detect and classify traffic signs
temporal-segment-networks
Code & Models for Temporal Segment Networks (TSN) in ECCV 2016
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