xinxin12345's repositories
Best-Deep-Learning-Optimizers
Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable
DetectoRS
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution
distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller
facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and recognition (InceptionResnet) models
lsq-net
Unofficial implementation of LSQ-Net, a neural network quantization framework
MNN
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
MobileNet-Yolo-1
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:
mobilenetv2.pytorch
72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models
models-1
A collection of pre-trained, state-of-the-art models in the ONNX format
nnieqat-pytorch
A nnie quantization aware training tool on pytorch.
onnx-simplifier
Simplify your onnx model
onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
ONNXToCaffe
pytorch -> onnx -> caffe, pytorch to caffe, or other deep learning framework to onnx and onnx to caffe.
PaddleOCR
Awesome multilingual OCR toolkits based on PaddlePaddle （practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices）
pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
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, WideResNet)
RAdam
On the Variance of the Adaptive Learning Rate and Beyond
rebiber
A simple tool in Python to fix incorrect bib entries automatically, based on their official information from the full ACL anthology and DBLP (for ICLR and other conferences)!
rknpu_ddk
DDK for Rockchip NPU
tensorflow
An Open Source Machine Learning Framework for Everyone
tutorials
Tutorials for creating and using ONNX models
ultra_net
FPGA-based neural network inference project for 2020 DAC System Design Contest
vision
Datasets, Transforms and Models specific to Computer Vision
Yolact_minimal
Minimal PyTorch implementation of YOLACT.
YOLObile
This is the implementation of YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
yolov5-v4
yolov5第四版
yolov5_prune
yolov5剪枝，支持v2,v3,v4版本的yolov5