A154609

AI-Job-Notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

awesome-data-augmentation

This is a list of awesome methods about data augmentation.

awesome-human-pose-estimation

A collection of awesome resources in Human Pose estimation.

awesome-image-classification

A curated list of deep learning image classification papers and codes

centerNet-deep-sort

realtime multiple people tracking (centerNet based person detector + deep sort algorithm with pytorch)

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

models

Models and examples built with TensorFlow

pytorch_simple_CenterNet_45

A simple pytorch implementation of CenterNet (Objects as Points)

A154609/pytorch_simple_CenterNet_45

A simple pytorch implementation of CenterNet (Objects as Points)

A154609/albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125

A154609/awesome-human-pose-estimation

A collection of awesome resources in Human Pose estimation.

A154609/awesome-image-classification

A curated list of deep learning image classification papers and codes

A154609/CenterNet-1

Object detection, 3D detection, and pose estimation using center point detection:

A154609/CornerNet

A154609/CV-Company-List

**提供计算机视觉(CV)算法岗位的公司名单，欢迎大家提交issues进行补充

A154609/DeepVOG

Pupil segmentation and gaze estimation using fully convolutional neural networks

A154609/Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

A154609/detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

A154609/ECANet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

A154609/efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

A154609/EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

A154609/gluon-cv

Gluon CV Toolkit

A154609/imageset-viewer

Pascal VOC BBox Viewer

A154609/MobileNet-Yolo

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

A154609/PlotNeuralNet

Latex code for making neural networks diagrams

A154609/ppdet

[BMVC-20] Official PyTorch implementation of PPDet.

A154609/pytorch-best-practice

A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats

A154609/pytorch-metrics

Accuracy, precision, recall, confusion matrix computation with batch updates

A154609/pytorch_classification

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

A154609/ScaledYOLOv4

A154609/simple-retinanet-pytorch

Rtinanet implement in pytorch.

A154609/SmallObjectAugmentation

Simple implementation of augmentation for small object detection

A154609/SSD

High quality, fast, modular reference implementation of SSD in PyTorch

A154609/transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

A154609/voc2007_for_yolo_torch

prepare dataset for voc https://github.com/ultralytics/yolov3

A154609/Yolo-Fastest

:zap: Yolo universal target detection model combined with EfficientNet-lite, the calculation amount is only 230Mflops(0.23Bflops), and the model size is 1.3MB

A154609/yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

A154609/yolov4-tiny-keras

这是一个YoloV4-tiny-keras的源码，可以用于训练自己的模型。