Tianshui Chen's repositories

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

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Awesome-Multi-label-Image-Recognition

Everything about Multi-label Image Recognition.

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2021-CV-Surveys

2021 年,计算机视觉相关综述。包括目标检测、跟踪........

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Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks

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CV_interviews_Q-A

CV算法岗知识点及面试问答汇总,主要分为计算机视觉、机器学习、图像处理和 C++基础四大块,一起努力向offers发起冲击!

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onnx

Open standard for machine learning interoperability

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TNN

TNN:由腾讯优图实验室打造,移动端高性能、轻量级推断框架,同时拥有跨平台、高性能、模型压缩、代码裁剪等众多突出优势。TNN框架在原有Rapidnet、ncnn框架的基础上进一步加强了移动端设备的支持以及性能优化,同时也借鉴了业界主流开源框架高性能和良好拓展性的优点。目前TNN已经在手Q、微视、P图等应用中落地,欢迎大家参与协同共建,促进TNN推断框架进一步完善。

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Advances-in-Label-Noise-Learning

A curated (most recent) list of resources for Learning with Noisy Labels

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awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

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Awesome-Image-Composition

A curated list of papers, code and resources pertaining to image composition, including image blending, image harmonization, shadow generation, and object placement.

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Awesome-Image-Matting

:notebook: A curated list of deep learning image matting papers and codes

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Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

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Awesome-person-re-identification

Awesome Person Re-identification

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awesome-self-supervised-learning

A curated list of awesome self-supervised methods

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awesome_3DReconstruction_list

A curated list of papers & resources linked to 3D reconstruction from images.

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DeepLearningExamples

Deep Learning Examples

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Fine-Grained-Image-Captioning

The pytorch implementation on “Fine-Grained Image Captioning with Global-Local Discriminative Objective”

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handwriting-synthesis

Handwriting Synthesis with RNNs ✏️

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libfacedetection

An open source library for face detection in images. The face detection speed can reach 1500FPS.

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machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(1500+页)和视频链接

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NeuralRecon

Code for "NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video", CVPR 2021 oral

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PRNet

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)

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Production-Level-Deep-Learning

This repo attempts to serve as a guideline for building practical production-level deep learning systems to be deployed in real world applications.

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Scene-Graph-Benchmark.pytorch

A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiased Scene Graph Generation from Biased Training CVPR 2020”

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yolov3-tf2

YoloV3 Implemented in Tensorflow 2.0

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