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action-recognition-visual-attention

Action recognition using soft attention based deep recurrent neural networks

caffe

Caffe: a fast open framework for deep learning.

chainer-dfi

Implementation of Deep Feature Interpolation

ctpn

Detecting Text in Natural Image with Connectionist Text Proposal Network

dasiamrpn

Distractor-aware Siamese Networks for Visual Object Tracking (ECCV2018)

deeplearningimplementations

Implementation of recent Deep Learning papers

detectron

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

digit_recognizer

Digit Recognizer of kaggle competetions

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

goturn

Source code for paper: Learning to Track at 100 FPS with Deep Regression Networks, Held, et al. ECCV 2016

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

keras-tutorial

Tutorial teaching the basics of Keras and some deep learning concepts

lectures

Oxford Deep NLP 2017 course

longchaoyang.github.io

Personnal Web.

mnc

Instance-aware Semantic Segmentation via Multi-task Network Cascades

multi-person-pose-estimation

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

python3-cookbook

《Python Cookbook》 3rd Edition Translation

r-fcn

R-FCN: Object Detection via Region-based Fully Convolutional Networks

ssd

single shot detector

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

ta-fcn

Translation-aware Fully Convolutional Instance Segmentation

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

yolov3-channel-and-layer-pruning

yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏