zhangkaij's repositories

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awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

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Deep-Learning-for-Tracking-and-Detection

Collection of papers and other resources for object tracking and detection using deep learning

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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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dynet

DyNet: The Dynamic Neural Network Toolkit

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FCIS

Fully Convolutional Instance-aware Semantic Segmentation

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gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

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mmdetection

Open MMLab Detection Toolbox and Benchmark

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models

Models and examples built with TensorFlow

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pyro

Deep universal probabilistic programming with Python and PyTorch

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pytorch-pose

A PyTorch toolkit for 2D Human Pose Estimation.

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Realtime_Multi-Person_Pose_Estimation

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

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simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

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SNIPER

SNIPER is an efficient multi-scale object detection algorithm

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ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

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structure_knowledge_distillation

The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.

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tf-cpn

a tensorflow implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

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TorchSeg

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

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transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

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two-stream-pytorch

PyTorch implementation of two-stream networks for video action recognition

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xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

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