ConvcrfThis repository contains the reference implementation for our proposed Convolutional CRFs.
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TF SemanticSegmentationSemantic image segmentation network with pyramid atrous convolution and boundary-aware loss for Tensorflow.
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Wb color augmenterWB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
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LightNetLightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
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Jacinto Ai DevkitTraining & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models
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MmsegmentationOpenMMLab Semantic Segmentation Toolbox and Benchmark.
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Keras UnetHelper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
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Usss iccv19Code for Universal Semi-Supervised Semantic Segmentation models paper accepted in ICCV 2019
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PixellibVisit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
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Automated-objects-removal-inpainterAutomated object remover Inpainter is a project that combines Semantic segmentation and EdgeConnect architectures with minor changes in order to remove specified object/s from list of 20 objects from all the input photos
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adversarial-attacksCode for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"
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MPNetMotion Planning Networks
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kaggleKaggle solutions
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3-D-Scene-Graph3D scene graph generator implemented in Pytorch.
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OCROptical character recognition Using Deep Learning
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panoptic-forecasting[CVPR 2021] Forecasting the panoptic segmentation of future video frames
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Active-Shift-TFTensorflow implementation for Active Shift Layer(ASL)
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StereoNetA customized implementation of the paper "StereoNet: guided hierarchical refinement for real-time edge-aware depth prediction"
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air writingOnline Hand Writing Recognition using BLSTM
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label-studio-frontendData labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package
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SPMLUniversal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning
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dstyet another custom data science template via cookiecutter
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Paddle-SEQ低代码序列数据处理框架,最短两行即可完成训练任务!
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learning2hash.github.ioWebsite for "A survey of learning to hash for Computer Vision" https://learning2hash.github.io
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kitti deeplabInference script and frozen inference graph with fine tuned weights for semantic segmentation on images from the KITTI dataset.
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Semantic-Mono-DepthGeometry meets semantics for semi-supervised monocular depth estimation - ACCV 2018
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SpeechEnhancementCombining Weighted Multi-resolution STFT Loss and Distance Fusion to Optimize Speech Enhancement Generative Adversarial Networks
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Dilation-Pytorch-Semantic-SegmentationA PyTorch implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions by Yu and Koltun.
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Fast-SCNN pytorchA PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network(PyTorch >= 1.4)
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BMW-Anonymization-APIThis repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.
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Context-Aware-ConsistencySemi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)
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atomaiDeep and Machine Learning for Microscopy
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DeepPixelAn open-source Python package for making computer vision and image processing simpler
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super-gradientsEasily train or fine-tune SOTA computer vision models with one open source training library
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SemiSeg-AELSemi-Supervised Semantic Segmentation via Adaptive Equalization Learning, NeurIPS 2021 (Spotlight)
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yolov5-crowdhumanHead and Person detection using yolov5. Detection from crowd.
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Groundbreaking-PapersML Research paper summaries, annotated papers and implementation walkthroughs
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wasr networkWaSR Segmentation Network for Unmanned Surface Vehicles v0.5
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continuous BernoulliThere are C language computer programs about the simulator, transformation, and test statistic of continuous Bernoulli distribution. More than that, the book contains continuous Binomial distribution and continuous Trinomial distribution.
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PixiePixie is a GUI annotation tool which provides the bounding box, polygon, free drawing and semantic segmentation object labelling
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flops-cnnCalculate Flops for CNN
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