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Keras Faster RcnnFaster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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DiffgramData Annotation, Data Labeling, Annotation Tooling, Training Data for Machine Learning
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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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Cascade RcnnCaffe implementation of multiple popular object detection frameworks
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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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GcnetGCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
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HsdHierarchical Shot Detector (ICCV2019)
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VideoflowPython framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.
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Efficientdet PytorchA PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
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Jacinto Ai DevkitTraining & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models
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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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WheatWheat Detection challenge on Kaggle
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Drn Wsod PytorchEnabling Deep Residual Networks for Weakly Supervised Object Detection
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Yolo tensorflow🚖 Object Detection (YOLOv1) implentation in tensorflow, with training, testing and video features.
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Yolo Vehicle CounterThis project aims to count every vehicle (motorcycle, bus, car, cycle, truck, train) detected in the input video using YOLOv3 object-detection algorithm.
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RrpnCode for 'RRPN: Radar Region Proposal Network for Object Detection in Autonomous Vehicles' (ICIP 2019)
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Daedalus AttackThe code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.
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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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Cv Pretrained ModelA collection of computer vision pre-trained models.
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TensornetsHigh level network definitions with pre-trained weights in TensorFlow
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DmsmsgrcgA photo OCR project aims to output DMS messages contained in sign structure images.
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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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Channel PruningChannel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
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MishOfficial Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
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Keras M2detKeras implementation of m2det object detection.
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Tensorflow object counting api🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!
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MlkitA collection of sample apps to demonstrate how to use Google's ML Kit APIs on Android and iOS
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Mmdetection3dOpenMMLab's next-generation platform for general 3D object detection.
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Pytorch ToolbeltPyTorch extensions for fast R&D prototyping and Kaggle farming
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Tf ObjdetectorUtilities to use tensorflow object detction api with a yolo like dataset
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Computervision RecipesBest Practices, code samples, and documentation for Computer Vision.
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Tensorflow Yolo V3Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)
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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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MedicaldetectiontoolkitThe Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
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LfipEfficient Featurized Image Pyramid Network for Single Shot Detector, CVPR, 2019
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SoloSOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
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Darknet rosYOLO ROS: Real-Time Object Detection for ROS
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Maskrcnn ModanetA Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset
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SsdHigh quality, fast, modular reference implementation of SSD in PyTorch
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