mizhitian-xiaomi

deep-learning-for-image-processing

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

DIoU-SSD-pytorch

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)

CIoU

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

yolov7_d2

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

ObjectDetectionImbalance

Lists the papers related to imbalance problems in object detection [TPAMI]

image-quality-assessment

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

NEU_Seg

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

VisTR

[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers

vision_transformer

imgaug

Image augmentation for machine learning experiments.

imgaug

Image augmentation for machine learning experiments.

ffmpeg-libav-tutorial

FFmpeg libav tutorial - learn how media works from basic to transmuxing, transcoding and more. Translations: 🇺🇸 🇨🇳 🇰🇷 🇪🇸 🇻🇳 🇧🇷

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

Video-Classification-Action-Recognition

some famous works and new content to be added

video-nonlocal-net

Non-local Neural Networks for Video Classification

video-classification

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

activityrecognition

Resources about activity recognition-行为识别资料

MachineLearning

一些关于机器学习的学习资料与研究介绍

S2HAND

Model-based 3D Hand Reconstruction via Self-Supervised Learning, CVPR2021

CVPR-2021-Papers

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... ...

deep-learning-papers-translation

深度学习论文翻译，包括分类论文，检测论文等

Python-Multiple-Image-Stitching

Implementation of multiple image stitching

lifeRestart

やり直すんだ。そして、次はうまくやる。

faster_rcnn

Faster R-CNN

pytorch-faster-rcnn

pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)

pytorch-faster-rcnn

pytorch based implementation faster rcnn

easy_detection

一个简单方便的目标检测框架(PyTorch环境可直接运行，不需要cuda编译)，支持Faster_RCNN、Cascade_RCNN、Yolo系列、SSD等经典网络。