SightseqComputer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
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Yolov3yolov3 by pytorch
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TensornetsHigh level network definitions with pre-trained weights in TensorFlow
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Mobilenet YoloMobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥
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Object LocalizationObject localization in images using simple CNNs and Keras
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SimplecvreproductionReproduce simple cv project including attention module, classification, object detection, segmentation, keypoint detection, tracking 😄 etc.
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Channel PruningChannel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
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Yolo tensorflow🚖 Object Detection (YOLOv1) implentation in tensorflow, with training, testing and video features.
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Attentive Neural Processesimplementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)
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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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LfipEfficient Featurized Image Pyramid Network for Single Shot Detector, CVPR, 2019
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GcnetGCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
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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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Inceptionvisiondemo🎥 iOS11 demo application for dominant objects detection.
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AttentionclusterTensorFlow Implementation of "Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification"
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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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Biblosa PytorchRe-implementation of Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling (T. Shen et al., ICLR 2018) on Pytorch.
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Drn Wsod PytorchEnabling Deep Residual Networks for Weakly Supervised Object Detection
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Mask rcnn rosThe ROS Package of Mask R-CNN for Object Detection and Segmentation
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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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Computervision RecipesBest Practices, code samples, and documentation for Computer Vision.
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Keras Faster RcnnFaster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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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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Keras Retinanet For Teknofest 2019Using RetinaNet for object detection from drone images in Teknofest istanbul 2019 Artificial Intelligence Competition
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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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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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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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HsdHierarchical Shot Detector (ICCV2019)
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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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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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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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Det3dA general 3D object detection codebse.
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Dodo detector rosObject detection from images/point cloud using ROS
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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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DefactonlpDeFactoNLP: An Automated Fact-checking System that uses Named Entity Recognition, TF-IDF vector comparison and Decomposable Attention models.
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DiffgramData Annotation, Data Labeling, Annotation Tooling, Training Data for Machine Learning
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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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FluenceA deep learning library based on Pytorch focussed on low resource language research and robustness
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Mmdetection3dOpenMMLab's next-generation platform for general 3D object detection.
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SsdHigh quality, fast, modular reference implementation of SSD in PyTorch
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Keras object detectionConvert any classification model or architecture trained in keras to an object detection model
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Tensorflow model slim classifyTrain/Eval the popular network by TF-Slim,include mobilenet/shufflenet/squeezenet/resnet/inception/vgg/alexnet
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Pytorch ToolbeltPyTorch extensions for fast R&D prototyping and Kaggle farming
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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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Isab PytorchAn implementation of (Induced) Set Attention Block, from the Set Transformers paper
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Tf ObjdetectorUtilities to use tensorflow object detction api with a yolo like dataset
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Jacinto Ai DevkitTraining & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models
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Yolov3YOLOv3 in PyTorch > ONNX > CoreML > TFLite
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Tensorflow Yolo V3Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)
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AttentionsPyTorch implementation of some attentions for Deep Learning Researchers.
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