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Arick's starred repositories

Clean-Architecture-zh

《架构整洁之道》中文翻译

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gaze_correction

Correcting gaze by warping-based convolutional neural network in live video communication

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Python

All Algorithms implemented in Python

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flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

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youtube-dl

Command-line program to download videos from YouTube.com and other video sites

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DeepFashion2

DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf

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stylegan

StyleGAN - Official TensorFlow Implementation

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word_cloud

A little word cloud generator in Python

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neural_collaborative_filtering

Neural Collaborative Filtering

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ML2017FALL

Machine Learning (EE 5184) in NTU

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brfv4_javascript_examples

BRFv4 - HTML5/Javascript - examples project. Reference implementation for all other platform example packages.

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flask

The Python micro framework for building web applications.

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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

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MTCNN-Tensorflow

Reproduce MTCNN using Tensorflow

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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pytorch-cifar

95.47% on CIFAR10 with PyTorch

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conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

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TensorSlow

Re-implementation of TensorFlow in pure python, with an emphasis on code understandability

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dface

Deep learning face detection and recognition, implemented by pytorch. (pytorch实现的人脸检测和人脸识别)

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Pytorch_Mask_RCNN

Converted from [tf+keras version MASK-RCNN](https://github.com/matterport/Mask_RCNN)

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pytorch-fpn

Feature Pyramid Networks in PyTorch

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Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

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ResNeXt

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

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openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

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nitrain

Train AI models efficiently on medical images using any framework

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quiver

Interactive convnet features visualization for Keras

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yolo2-pytorch

YOLOv2 in PyTorch

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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Coherent-Line-Drawing

🖼✨Automatically generates line drawing from a photograph

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Augmentor

Image augmentation library in Python for machine learning.

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