DetectoBuild fully-functioning computer vision models with PyTorch
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IcevisionEnd-to-End Object Detection Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
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PaddledetectionObject Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
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Rectlabel SupportRectLabel - An image annotation tool to label images for bounding box object detection and segmentation.
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Py R Fcn MultigpuCode for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe
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Robust Physical AttackPhysical adversarial attack for fooling the Faster R-CNN object detector
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Simple Faster Rcnn PytorchA simplified implemention of Faster R-CNN that replicate performance from origin paper
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Bmaskr CnnBoundary-preserving Mask R-CNN (ECCV 2020)
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Traffic Sign DetectionTraffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".
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Easy Faster Rcnn.pytorchAn easy implementation of Faster R-CNN (https://arxiv.org/pdf/1506.01497.pdf) in PyTorch.
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DockerfaceFace detection using deep learning.
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Copy Paste AugCopy-paste augmentation for segmentation and detection tasks
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MmdetectionOpenMMLab Detection Toolbox and Benchmark
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TensornetsHigh level network definitions with pre-trained weights in TensorFlow
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Keras Faster RcnnFaster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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Detectron Self TrainA PyTorch Detectron codebase for domain adaptation of object detectors.
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Tf Faster RcnnTensorflow Faster RCNN for Object Detection
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Random ErasingRandom Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST
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Yolo Tf2yolo(all versions) implementation in keras and tensorflow 2.4
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Traffic Light DetectorDetect traffic lights and classify the state of them, then give the commands "go" or "stop".
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Keras object detectionConvert any classification model or architecture trained in keras to an object detection model
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Hrnet Maskrcnn BenchmarkObject detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h).
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SightseqComputer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
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Iterdet[S+SSPR2020] IterDet: Iterative Scheme for Object Detection in Crowded Environments
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Mmdetection To Tensorrtconvert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.
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Driving In The MatrixSteps to reproduce training results for the paper Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?
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Tensorflow AnprAutomatic Number (License) Plate Recognition using Tensorflow Object Detection API
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LuminothDeep Learning toolkit for Computer Vision.
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SpoonnFPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)
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UltimatelabelingA multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker
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FrcnnFaster R-CNN / R-FCN 💡 C++ version based on Caffe
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Tiny DsodTiny-DSOD: Lightweight Object Detection for Resource-Restricted Usage
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Tensorflow Mnist CnnMNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.
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Yolov3 Tf2YoloV3 Implemented in Tensorflow 2.0
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MarvelMarvel - Face Recognition With Android & OpenCV
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TsaugA Python package for time series augmentation
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Bmw Yolov4 Inference Api CpuThis is a repository for an nocode object detection inference API using the Yolov4 and Yolov3 Opencv.
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Cnn From ScratchA scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset
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Nas fpn tensorflowNAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection.
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SinCVPR 2018: Structure Inference Net for Object Detection
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TorchdistillPyTorch-based modular, configuration-driven framework for knowledge distillation. 🏆18 methods including SOTA are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy.
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Thorthor: C++ helper library, for deep learning purpose
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Object Detection ApiYolov3 Object Detection implemented as APIs, using TensorFlow and Flask
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MudaA library for augmenting annotated audio data
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Yolov4 Custom FunctionsA Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.
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OicrCaffe codes for our papers "Multiple Instance Detection Network with Online Instance Classifier Refinement" and "PCL: Proposal Cluster Learning for Weakly Supervised Object Detection".
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VdetlibVideo detection library
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VipVideo Platform for Action Recognition and Object Detection in Pytorch
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Vision3dResearch platform for 3D object detection in PyTorch.
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Yolo v3 tutorial from scratchAccompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
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Yolodet Pytorchreproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5,YOLOv3, etc.
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Ros people object detection tensorflowAn extensive ROS toolbox for object detection & tracking and face/action recognition with 2D and 3D support which makes your Robot understand the environment
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ViseronSelf-hosted NVR with object detection
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