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deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearningexamples

Deep Learning Examples

dfq

PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.

diou

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

dmcp

dnn-gating

dorefa-net

dsq

pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"

eagleeye

(ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning

early-bird-tickets

[ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks

easyquant

EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations.

eat-nas

EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search

efficientnet-pytorch

A PyTorch implementation of EfficientNet

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

face.evolve.pytorch

🔥🔥High-Performance Face Recognition Library on PyTorch🔥🔥

face_recognition

The world's simplest facial recognition api for Python and the command line

faceboxes

FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017

facemaskdetection

开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fat-fast-adjustable-threshold

This is th code to FAT method with links to quantized tflite models. (CC BY-NC-ND)

filter-pruning-geometric-median

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

float_visualizer

flowandprune

Codebase for the paper "A Gradient Flow Framework for Analyzing Network Pruning"

ganimation

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

gdfq

official implementation of Generative Low-bitwidth Data Free Quantization(GDFQ)

ghostnet_cifar10

ghostnet_cifar10

gluon-cv

Gluon CV Toolkit

google-research

Google Research