kailin zhang's repositories
fastai
The fastai deep learning library, plus lessons and and tutorials
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
tensorflow.cifar10
The examples of image recognition with the dataset CIFAR10 via tensorflow.
py12306
🚂 12306 购票助手，支持分布式，多账号，多任务购票以及 Web 页面管理
Realtime_Multi-Person_Pose_Estimation
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Deep-Learning-for-Tracking-and-Detection
Collection of papers and other resources for object tracking and detection using deep learning
Building-Machine-Learning-Projects-with-TensorFlow
Building Machine Learning Projects with TensorFlow by Packt
book1-pytorch
深度学习入门之PyTorch
super-resolution
collection of super-resolution models & algorithms
helmat_maskrcnn
helmat detection,person with helmat,or not
serving
A flexible, high-performance serving system for machine learning models
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
EDSR-PyTorch
PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)
faceswap-GAN
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
tf-serving-learning
gRPC api, RESTful api
video-person-action-recognition
视频人体行为分析
training
Reference implementations of training benchmarks
tensorspace
Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js
notes
The notes for Math, Machine Learning, Deep Learning and Research papers.
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
opencv_3rdparty
OpenCV - 3rdparty
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
PyTorch-Tutorial-1
Build your neural network easy and fast
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
tensorflow-without-a-phd
A crash course in six episodes for software developers who want to become machine learning practitioners.