Rege的辛勤收藏's repositories
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
cifar10-tensorflow
cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率的影响，如何一步步得提高准确率
cuda-tutorial
CUDA 编程指南学习
efficient_densenet_pytorch
A memory-efficient implementation of DenseNets
learnopencv
Learn OpenCV : C++ and Python Examples
MonoDepth-FPN-PyTorch
Single Image Depth Estimation with Feature Pyramid Network
Python
All Algorithms implemented in Python
pytorch-fcn
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
pytorch-retinanet
Pytorch implementation of RetinaNet object detection.
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
RCNN
The Tensorflow with tflearn implementation of the RCNN model.
RefineDet.PyTorch
A higher performance PyTorch implementation of Single-Shot Refinement Neural Network for Object Detection
selectivesearch
Selective Search Implementation for Python
simple-faster-rcnn-pytorch
A simplified implemention of Faster R-CNN that replicate performance from origin paper
sppnet-pytorch
A simple Spatial Pyramid Pooling layer which could be added in CNN
Tensorflow-TensorRT
This repository is for my YT video series about optimizing a Tensorflow deep learning model using TensorRT. We demonstrate optimizing LeNet-like model and YOLOv3 model, and get 3.7x and 1.5x faster for the former and the latter, respectively, compared to the original models.
tensorflow-yolov3
pure tensorflow Implement of YOLOv3 with support to train your own dataset
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习