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missing-semester-cn.github.io

the CS missing semester Chinese version

mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

mobilenet-yolo

A caffe implementation of MobileNet-YOLO detection network

mobilenetv2-ssdlite

Caffe implementation of SSD and SSDLite detection on MobileNetv2, converted from tensorflow.

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

nniefacelib

nniefacelib是一个在海思35xx系列芯片上运行的人脸算法库

numpy-ml

Machine learning, in numpy

oc-cnn

oucml

pose-ae-demo

ppdet

[BMVC-20] Official PyTorch implementation of PPDet.

practicalai

A practical approach to learning machine learning.

prepare_detection_dataset

convert dataset to coco/voc format

python-100-days

Python - 100天从新手到大师

python-string-similarity

A library implementing different string similarity and distance measures using Python.

pytorch-classification

Classification with PyTorch.

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-pcn

Pytorch implementation of PCN

pytorch-yolo-v1

an experiment for yolo-v1, including training and testing.

pytorch_retinaface

Retinaface get 80.99% in widerface hard val using mobilenet0.25.

pytorch_yolov1

Yolov1 pytorch implement

r2cnn-plus-plus_tensorflow

This is a tensorflow implementation of R2CNN++: Multi-Dimensional Attention Based Rotation Invariant Detector with Robust Anchor Strategy.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

repulsion_loss_ssd

Repulsion Loss: Detecting Pedestrians in a Crowd. https://arxiv.org/abs/1711.07752

resnet18

my resnet18 without bottleneck

s3fd_atss_sapd

Applying Adaptive Training Sample Selection and Soft Anchor Point Detection to S3FD

senet-tensorflow

Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

siammask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

smallobjectdetectionlist

List of the Papers Addressing Vision-based Small Object Detection