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multilabel-classification

Repository containing code for the blog post titled "How To Easily Classify Food Using Deep Learning and Tensorflow"

my-tensorflow-tutorials

This repo contains all of my TensorFlow tutorials

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems

numpy-100

100 numpy exercises (with solutions)

numpy-ml

Machine learning, in numpy

person-reid-triplet-loss

Person re-ID baseline with triplet loss

pruning_filters_for_efficient_convnets

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

pydeletepdfpages

Simple Python Script to delete pages from a pdf file.

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

python

All Algorithms implemented in Python

python-100-days

Python - 100天从新手到大师

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-image-retrieval

A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (CVPR 2017).

pytorch_retinaface

Retinaface get 80.99% in widerface hard val using mobilenet0.25.

pytorch_squeezenet

Implementation of Squeezenet in pytorch, pretrained models on Cifar 10 data to come

pywick

High-level batteries-included neural network training library for Pytorch

shufflenet-series

shufflenet-v2-tensorflow

a lightweight convolutional neural network

siamesenetwork-tensorflow

Using siamese network to do dimensionality reduction and similar image retrieval

simple-computer

the scott CPU from "But How Do It Know?" by J. Clark Scott

sjtu-courses

上海交通大学课程资料分享

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

ssds.pytorch

Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.

surveillance_reid

tensorflow-cnn-finetune

Finetuning AlexNet, VGGNet and ResNet with TensorFlow

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-gpu-install-ubuntu-16.04

Tensorflow GPU install instructions for ubuntu 16.04 - Deep learning

tensorflow-tensorrt

This repository is for my YT video series about optimizing a Tensorflow deep learning model using TensorRT. We demonstrate optimizing LeNet-like model and YOLOv3 model, and get 3.7x and 1.5x faster for the former and the latter, respectively, compared to the original models.