Computervision RecipesBest Practices, code samples, and documentation for Computer Vision.
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Ssd kerasPort of Single Shot MultiBox Detector to Keras
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LfipEfficient Featurized Image Pyramid Network for Single Shot Detector, CVPR, 2019
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Channel PruningChannel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
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TaggerineAnnotation tool for images
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Det3dA general 3D object detection codebse.
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SoloSOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
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Math object detectionAn image recognition/object detection model that detects handwritten digits and simple math operators. The output of the predicted objects (numbers & math operators) is then evaluated and solved.
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Keras M2detKeras implementation of m2det object detection.
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People Counter PythonCreate a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
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Keras Retinanet For Teknofest 2019Using RetinaNet for object detection from drone images in Teknofest istanbul 2019 Artificial Intelligence Competition
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Autonomous drivingRos package for basic autonomous lane tracking and object detection
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Inceptionvisiondemo🎥 iOS11 demo application for dominant objects detection.
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Mrlabeler极速检测标注工具An efficient tool for objection detection annotation
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PanetPANet for Instance Segmentation and Object Detection
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Image bbox slicerThis easy-to-use library splits images and its bounding box annotations into tiles, both into specific sizes and into any arbitrary number of equal parts. It can also resize them, both by specific sizes and by a resizing/scaling factor.
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TensornetsHigh level network definitions with pre-trained weights in TensorFlow
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Simple Ssd For BeginnersThis repository contains easy SSD(Single Shot MultiBox Detector) implemented with Pytorch and is easy to read and learn
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MishOfficial Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
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HsdHierarchical Shot Detector (ICCV2019)
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Dodo detector rosObject detection from images/point cloud using ROS
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ArtosAdaptive Real-Time Object Detection System with HOG and CNN Features
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TrafficvisionMIVisionX toolkit is a comprehensive computer vision and machine intelligence libraries, utilities and applications bundled into a single toolkit.
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Frustum PointnetsFrustum PointNets for 3D Object Detection from RGB-D Data
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SsdHigh quality, fast, modular reference implementation of SSD in PyTorch
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Ya mxdetYet Another MXnet DETection
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Jacinto Ai DevkitTraining & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models
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Pytorch SsdMobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.
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Physim Dataset Generatorgenerate physically realistic synthetic dataset of cluttered scenes using 3D CAD models to train CNN based object detectors
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Yolo tensorflow🚖 Object Detection (YOLOv1) implentation in tensorflow, with training, testing and video features.
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Fish detectionFish detection using Open Images Dataset and Tensorflow Object Detection
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DiffgramData Annotation, Data Labeling, Annotation Tooling, Training Data for Machine Learning
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Darknet rosYOLO ROS: Real-Time Object Detection for ROS
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Kaggle RsnaDeep Learning for Automatic Pneumonia Detection, RSNA challenge
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Maskrcnn ModanetA Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset
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Cv Pretrained ModelA collection of computer vision pre-trained models.
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Chainer SsdImplementation of SSD (Single Shot MultiBox Detector) using Chainer
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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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RrpnCode for 'RRPN: Radar Region Proposal Network for Object Detection in Autonomous Vehicles' (ICIP 2019)
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Object Detection And Location Realsensed435Use the Intel D435 real-sensing camera to realize target detection based on the Yolov3 framework under the Opencv DNN framework, and realize the 3D positioning of the Objection according to the depth information. Real-time display of the coordinates in the camera coordinate system.ADD--Using Yolov5 By TensorRT model,AGX-Xavier,RealTime Object Detection
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AlbumentationsFast 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
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Yolov4 PytorchThis is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
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Ros yolo as template matchingRun 3 scripts to (1) Synthesize images (by putting few template images onto backgrounds), (2) Train YOLOv3, and (3) Detect objects for: one image, images, video, webcam, or ROS topic.
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SclImplementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"
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WheatWheat Detection challenge on Kaggle
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Tju DhdA newly built high-resolution dataset for object detection and pedestrian detection (IEEE TIP 2020)
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VotenetDeep Hough Voting for 3D Object Detection in Point Clouds
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Second.pytorchSECOND for KITTI/NuScenes object detection
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Mask rcnn rosThe ROS Package of Mask R-CNN for Object Detection and Segmentation
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