firstelfin

HMM

隐马尔可夫：前向后向概率计算、模型参数学习、模型预测

TensorRT

Nvidia TensortRT中文文档

WarmUpLR

WarmUp(学习率预热)、CosineAnnealingWarmRestarts(带重启的余弦退火模型)

AddressBook

Base of C++ 01

BboxTransform

Some measures to deal with Bbox

confusion

混淆矩阵的热力图绘制

NLP_Question_Answering

Sports question answering system based on partial network news materials

cv-papers

计算机视觉相关论文整理、记录、分享; 包括图像分类、目标检测、视觉跟踪/目标跟踪、人脸识别/人脸验证、OCR/场景文本检测及识别等领域。欢迎加星,欢迎指正错误,同时也期待能够共同参与！！! 持续更新中... ...

darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

DB

A PyToch implementation of "Real-time Scene Text Detection with Differentiable Binarization".

DeepNude_NoWatermark_withModel

DeepNude source code，without watermark，with demo and model download link，one command to run offline，GAN/Pytorch/pix2pix/pic2pic

detectron2

Detectron2 for Document Layout Analysis

ELSDc

Ellipse and Line Segment Detector, with Continuous validation

firstelfin.github.io

用于博客发布

latcode

latcode刷题记录

Loss

We always encounter a lot of loss functions, but do we have to make our own wheels every time? Many scholars have encapsulated the common loss function, why not directly refer to the project? This repo is used to collect these excellent implementations. Contributions are welcome.

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

noise2noise

Noise2Noise: Learning Image Restoration without Clean Data - Official TensorFlow implementation of the ICML 2018 paper

PubLayNet

python-spider

PythonLogging

Python Project Log usage test

SegLoss

A collection of loss functions for medical image segmentation

service-streamer

Boosting your Web Services of Deep Learning Applications.

tpu

Reference models and tools for Cloud TPUs.

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.