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51-single-chip

51单片机入门资料

albumentations

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

anchor_pruning

Official code of the paper "Anchor pruning for object detection"

asff

yolov3 with mobilenet v2 and ASFF

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome-pruning

A curated list of neural network pruning resources.

awesome-yolo-object-detection

🔥🔥🔥 A collection of some awesome YOLO object detection series projects.

axelerate

Keras-based framework for AI on the Edge

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

crossstagepartialnetworks

Cross Stage Partial Networks

csl_retinanet_tensorflow

Code for ECCV 2020 paper: Arbitrary-Oriented Object Detection with Circular Smooth Label

cvpr2019

cvpr2019 papers

darknet

Windows and Linux version of Darknet Yolo v4 (v3/v2) Neural Networks for object detection (Tensor Cores are used)

dcnf-fcsp-master

dcpdn

Densely Connected Pyramid Dehazing Network (CVPR'2018)

deep-learning-for-image-processing

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

distiller

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

dota-doai

This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.

drbox

A deep learning based algorithm to detect rotated object, for example, objects in remote sensing images

drboxguide

Installation Guide for caffe / DRBox from Scratch

efficientnets-pytorch

A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."

evd-net

AAAI2018

fastai

The fastai deep learning library, plus lessons and tutorials

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

feature-vis-yolov3

Feature visualization tool for YOLOv3, a real-time objection detection algorithm using a deep convolutional network with a Darknet backbone. Visualizes performance attributes via saliency maps to identify how features in the input pixel space influence our network’s predictions in terms of classification and localization

first-respositorty

try it

flexible-yolov5

More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt

g-darknet

darknet with GIoU

gman_net_haze_removal

This is a respository used for Deep learning Projects from my supervisor. In this respository, it will include my practice code and future projects.

gradcam-yolov3-pytorch

This repository contains key scripts for implementing gradient CAM algorithm for YOLO v3 model. The codes has been tested on pytorch 1.7.1.