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centernet

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

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 )

deep-learning-for-image-processing

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

deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

deeplabv3plus-pytorch

DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes

densenet-caffe

DenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet

detr

End-to-End Object Detection with Transformers

easy_arm

fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

focalloss

Caffe implementation of FAIR paper "Focal Loss for Dense Object Detection" for SSD.

hi3559_yolov3_sim

hi3559a_yolov3_hard

Hi3559a Yolov3工程移植

mask_rcnn

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

mobilenet-caffe

Caffe Implementation of Google's MobileNets (v1 and v2)

mobilenet-ssd

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

mobilenetv2-ssdlite

Caffe implementation of SSD and SSDLite detection on MobileNetv2, converted from tensorflow.

mobilenetv3-yolov3

An experiment of transferring backbone of yolov3 into mobilenetv3

mtcnn_caffe

Simple implementation of kpzhang93's paper from Matlab to c++, and don't change models.

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

paddledetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

pmms

Prototype Mixture Models for Few-shot Semantic Segmentation

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

tensorflow-yolov3

🔥 Pure tensorflow Implement of YOLOv3 with support to train your own dataset

tnn

TNN：由腾讯优图实验室打造，移动端高性能、轻量级推理框架，同时拥有跨平台、高性能、模型压缩、代码裁剪等众多突出优势。TNN框架在原有Rapidnet、ncnn框架的基础上进一步加强了移动端设备的支持以及性能优化，同时也借鉴了业界主流开源框架高性能和良好拓展性的优点。目前TNN已经在手Q、微视、P图等应用中落地，欢迎大家参与协同共建，促进TNN推理框架进一步完善。

vectorbench

Benchmarks for auto-vectorization and revectorization, including both hand-vectorized and scalar code

vitae-transformer

The official repo for [NeurIPS'21] "ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias" and [IJCV'22] "ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond"

yolov3-channel-and-layer-pruning

yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS

yolov6

YOLOv6: a single-stage object detection framework dedicated to industrial application.