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algorithom

awesome-knowledge-distillation-for-cv

Awesome Knowledge-Distillation for CV

awesome-tiny-object-detection

🕶 A curated list of Tiny Object Detection papers and related resources.

capstoneproject_house_prices_prediction

Understand the relationships between various features in relation with the sale price of a house using exploratory data analysis and statistical analysis. Applied ML algorithms such as Multiple Linear Regression, Ridge Regression and Lasso Regression in combination with cross validation. Performed parameter tuning, compared the test scores and suggested a best model to predict the final sale price of a house. Seaborn is used to plot graphs and scikit learn package is used for statistical analysis.

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

darknet

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

data_ml

机器学习数据

deep_learning_object_detection

A paper list of object detection using deep learning.

dilation-fasterrcnn

Distillation used in FasterRCNN (updating)

distillation-of-faster-rcnn

Distillation for faster rcnn in classification,regression,feature level,feature level +mask

distilling-object-detectors

eesrgan

Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network

eesrgan_ssd

eesrgan_ssd_withdata

efficientnet-pytorch

A PyTorch implementation of EfficientNet

eval-co-sod

PyTorch-Based Evaluation Tool for Co-Saliency Detection

faster-rcnn-pytorch

这是一个faster-rcnn的pytorch实现的库，可以利用voc数据集格式的数据进行训练。

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

faster_rcnnv1

pytorch implement of fasterRCNN,736px(max side),39.4mAP(COCO),30.21fps(RTX 2080TI)

fgd

Focal and Global Knowledge Distillation for Detectors (CVPR 2022)

fod-data

A dataset of foreign object debris (FOD) designed for computer vision applications.

graphhopper

Open source routing engine for OpenStreetMap. Use it as Java library or server.

hyperspectral-band-selection

Thesis learning of《Hyperspectral Band Selection A review》

improc

image processing course on bioimphy research group

knowledge

一些关于日常学习的信息

m2det

M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network

matrixnet

PyTorch implementation for MatrixNet object detection architecture.

medium

Code base for medium articles

minet

CVPR2020, Multi-scale Interactive Network for Salient Object Detection