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100_page_python_intro

:snake: Short, introductory guide for the Python programming language :green_book: :zap:

additive-margin-face-in-pytorch-to-run-on-any-laptop

best-of-jupyter

Jupyter Tips, Tricks, Best Practices with Sample Code for Productivity Boost

binseg_pytoch

Implementation of several state of the art methods for Binary Segmentation in PyTorch

caffe

Caffe: a fast open framework for deep learning.

challenges

PyBites Code Challenges

cookiecutter-snakemake-workflow

A cookiecutter template for Snakemake workflows

cvpr2019

Workshop materials for OpenCV day at CVPR 2019 conference

dr-gan

elyorcv.github.io

facenet_pytorch

PyTorch implementation of the paper "FaceNet: A Unified Embedding for Face Recognition and Clustering"

gremlin_rf

Enhanced GREMLIN results with random forests

handtracking

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

imagenet-fast

kaggle_carvana_segmentation

Code for a 1st place model in Carvana Image Masking Challenge

learnpongpython

Project that aims to build a model that learns how to play pong using python

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

onnx2caffe

pytorch to caffe by onnx

person_reid_baseline_pytorch

Pytorch implement of Person re-identification baseline. We arrived Rank@1=88.24%, mAP=70.68% only with softmax loss. Re-ranking is added.

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt101, ResNet152, InceptionV4, InceptionResnetV2, etc.

programming-concepts-for-data-science

Basics of programming: algorithms, data structures, object oriented programming

pyscaffoldext-dsproject

💫 PyScaffold extension for data-science projects

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_fine_tuning_tutorial

A short tutorial on performing fine tuning or transfer learning in PyTorch.

pytorchconverter

Pytorch model to caffe & ncnn

ranked-list-loss-for-dml

CVPR 2019: Ranked List Loss for Deep Metric Learning

rcnn

implementations of Recurrent Convolutional Neural Network for object recognition

resnext-densenet

Pytorch Implementation for ResNet, Pre-Activation ResNet, ResNeXt and DenseNet

sae

Semantic Autoencoder for Zero-shot Learning (Spotlight), CVPR 2017