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a-light-and-fast-face-detector-for-edge-devices

A light and fast one class detection framework for edge devices. We provide face detector, head detector, pedestrian detector, vehicle detector......

awesome-action-recognition

A curated list of action recognition and related area resources

awesome-bev-perception-multi-cameras

Awesome papers about Multi-Camera 3D Object Detection and Segmentation in Bird's-Eye-View, such as DETR3D, BEVDet, BEVFormer, BEVDepth, UniAD

awesome-crowd-counting

Awesome Crowd Counting

awesome-imbalanced-learning

A curated list of awesome imbalanced learning papers, codes, frameworks and libraries. | 类别不平衡学习：论文/代码/框架/库

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

centernet

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

csp

High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection, CVPR, 2019

deep_learning_object_detection

A paper list of object detection using deep learning.

fire-detect-yolov4

fire-smoke-detection-dataset and fire-detection-yolov4-yolov5，火灾检测，烟雾检测

fluid-engine-dev

Fluid simulation engine for computer graphics applications

imgaug

Image augmentation for machine learning experiments.

kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

labelme2coco

How to create custom COCO data set for instance segmentation

learn-to-cluster

Learning to Cluster Faces (CVPR 2019, CVPR 2020)

m2det

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

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

multi-object-tracking-paper-list

Paper list and source code for multi-object-tracking

netron

Visualizer for neural network, deep learning and machine learning models

object-detection-metrics

Most popular metrics used to evaluate object detection algorithms.

pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

pyretri

Open source deep learning based image retrieval toolbox based on PyTorch🔥

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-randaugment

Unofficial PyTorch Reimplementation of RandAugment.

realtime_object_detection

Plug and Play Real-Time Object Detection App with Tensorflow and OpenCV. No Bugs No Worries. Enjoy!

rknpu

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery