Methods › Computer Vision › Object Detection Models › Mask R-CNN › Papers, page 3
Mask R-CNN
Papers archive 2025-07-28
archive papers tagged: 420 · with a code link: 183 · where Syntology ran a sample: 59 (49 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (59 of 420 tagged: 49 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument)
Page 3 of 5: papers 201 to 300 of 420, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Detecting Vehicle Type and License Plate Number of different Vehicles on Images 12 Apr 2021 · 0 repositories · arXiv:2104.09568
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Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation 12 Apr 2021 · 2 repositories · arXiv:2104.05239
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Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation 10 Apr 2021 · 0 repositories · arXiv:2104.04782
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Image-based Virtual Fitting Room 8 Apr 2021 · 1 repository · arXiv:2104.04104
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A fully automated end-to-end process for fluorescence microscopy images of yeast cells: From segmentation to detection and classification 6 Apr 2021 · 0 repositories · arXiv:2104.02793
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Weakly-supervised Instance Segmentation via Class-agnostic Learning with Salient Images 4 Apr 2021 · 0 repositories · arXiv:2104.01526Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples)
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The surprising impact of mask-head architecture on novel class segmentation 1 Apr 2021 · 3 repositories · arXiv:2104.00613
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A Novel Deep ML Architecture by Integrating Visual Simultaneous Localization and Mapping (vSLAM) into Mask R-CNN for Real-time Surgical Video Analysis 31 Mar 2021 · 0 repositories · arXiv:2103.16847
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Scale-aware Automatic Augmentation for Object Detection 31 Mar 2021 · 1 repository · arXiv:2103.17220
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Using depth information and colour space variations for improving outdoor robustness for instance segmentation of cabbage 31 Mar 2021 · 0 repositories · arXiv:2103.16923
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Video Instance Segmentation with a Propose-Reduce Paradigm 25 Mar 2021 · 1 repository · arXiv:2103.13746Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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TDIOT: Target-driven Inference for Deep Video Object Tracking 19 Mar 2021 · 1 repository · arXiv:2103.11017
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SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation 18 Mar 2021 · 1 repository · arXiv:2103.10284
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Advanced Multiple Linear Regression Based Dark Channel Prior Applied on Dehazing Image and Generating Synthetic Haze 12 Mar 2021 · 0 repositories · arXiv:2103.07065
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Quality-Aware Network for Human Parsing 10 Mar 2021 · 1 repository · arXiv:2103.05997
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A Mask R-CNN approach to counting bacterial colony forming units in pharmaceutical development 9 Mar 2021 · 0 repositories · arXiv:2103.05337
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Deeply Unsupervised Patch Re-Identification for Pre-training Object Detectors 8 Mar 2021 · 0 repositories · arXiv:2103.04814
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Energy-Based Learning for Scene Graph Generation 3 Mar 2021 · 1 repository · arXiv:2103.02221
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Contour Loss for Instance Segmentation via k-step Distance Transformation Image 22 Feb 2021 · 0 repositories · arXiv:2102.10854
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One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention Mechanism 19 Feb 2021 · 1 repository
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Building outline delineation: From aerial images to polygons with an improved end-to-end learning framework 14 Feb 2021 · 0 repositories
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Fast, Accurate Barcode Detection in Ultra High-Resolution Images 13 Feb 2021 · 0 repositories · arXiv:2102.06868
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A Histogram Thresholding Improvement to Mask R-CNN for Scalable Segmentation of New and Old Rural Buildings 8 Feb 2021 · 0 repositories · arXiv:2102.04838
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Instance and Panoptic Segmentation Using Conditional Convolutions 5 Feb 2021 · 0 repositories · arXiv:2102.03026
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Bottleneck Transformers for Visual Recognition 27 Jan 2021 · 13 repositories · arXiv:2101.11605Syntology 26 ran (of which 9 constructed an object rather than computing a result; 19 with no instrument failure: 1 honoured, 0 violated, 18 with no contract checked; 7 where Syntology's instrument failed) · 23 unverified (of 49 harvested samples) · 8 pointer-only (licence)
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Object Detection for Understanding Assembly Instruction Using Context-aware Data Augmentation and Cascade Mask R-CNN 7 Jan 2021 · 0 repositories · arXiv:2101.02509
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AggMask: Exploring locally aggregated learning of mask representations for instance segmentation 1 Jan 2021 · 1 repository
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Ellipse Regression with Predicted Uncertainties for Accurate Multi-View 3D Object Estimation 27 Dec 2020 · 0 repositories · arXiv:2101.05212
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Seed Phenotyping on Neural Networks using Domain Randomization and Transfer Learning 24 Dec 2020 · 0 repositories · arXiv:2012.13259
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Computer Vision based Accident Detection for Autonomous Vehicles 20 Dec 2020 · 0 repositories · arXiv:2012.10870
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Computer Vision based Animal Collision Avoidance Framework for Autonomous Vehicles 20 Dec 2020 · 0 repositories · arXiv:2012.10878
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SCNet: Training Inference Sample Consistency for Instance Segmentation 18 Dec 2020 · 2 repositories · arXiv:2012.10150
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DeepGamble: Towards unlocking real-time player intelligence using multi-layer instance segmentation and attribute detection 14 Dec 2020 · 0 repositories · arXiv:2012.08011
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Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation 13 Dec 2020 · 5 repositories · arXiv:2012.07177Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline 11 Dec 2020 · 1 repository · arXiv:2012.06136
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An Empirical Method to Quantify the Peripheral Performance Degradation in Deep Networks 4 Dec 2020 · 0 repositories · arXiv:2012.02749
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PeR-ViS: Person Retrieval in Video Surveillance using Semantic Description 4 Dec 2020 · 1 repository · arXiv:2012.02408
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Make One-Shot Video Object Segmentation Efficient Again 3 Dec 2020 · 4 repositories · arXiv:2012.01866
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Single-Shot Lightweight Model For The Detection of Lesions And The Prediction of COVID-19 From Chest CT Scans 2 Dec 2020 · 1 repository
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The Devil is in the Boundary: Exploiting Boundary Representation for Basis-based Instance Segmentation 26 Nov 2020 · 0 repositories · arXiv:2011.13241
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Fast Object Segmentation Learning with Kernel-based Methods for Robotics 25 Nov 2020 · 1 repository · arXiv:2011.12805
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Continuous Surface Embeddings 24 Nov 2020 · 3 repositories · arXiv:2011.12438Syntology community repositories only · 5 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
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Deep Learning for Automatic Quality Grading of Mangoes: Methods and Insights 23 Nov 2020 · 0 repositories · arXiv:2011.11378
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Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance Segmentation 23 Nov 2020 · 1 repository · arXiv:2011.11787
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Recovering the Imperfect: Cell Segmentation in the Presence of Dynamically Localized Proteins 20 Nov 2020 · 1 repository · arXiv:2011.10486
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DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation 19 Nov 2020 · 1 repository · arXiv:2011.09876
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End-to-end Deep Learning Methods for Automated Damage Detection in Extreme Events at Various Scales 5 Nov 2020 · 0 repositories · arXiv:2011.03098
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Lightweight Model For The Prediction of COVID-19 Through The Detection And Segmentation of Lesions in Chest CT Scans 4 Nov 2020 · 1 repository
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SD-Measure: A Social Distancing Detector 4 Nov 2020 · 0 repositories · arXiv:2011.02365
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Accurate Prostate Cancer Detection and Segmentation on Biparametric MRI using Non-local Mask R-CNN with Histopathological Ground Truth 28 Oct 2020 · 0 repositories · arXiv:2010.15233
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Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19 26 Oct 2020 · 1 repository
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Detector Algorithms of Bounding Box and Segmentation Mask of a Mask R-CNN Model 26 Oct 2020 · 0 repositories · arXiv:2010.13783
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Instance Semantic Segmentation Benefits from Generative Adversarial Networks 26 Oct 2020 · 1 repository · arXiv:2010.13757Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Fine-tuned Pre-trained Mask R-CNN Models for Surface Object Detection 22 Oct 2020 · 0 repositories · arXiv:2010.11464
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2nd Place Solution to Instance Segmentation of IJCAI 3D AI Challenge 2020 21 Oct 2020 · 0 repositories · arXiv:2010.10957
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DeepApple: Deep Learning-based Apple Detection using a Suppression Mask R-CNN 19 Oct 2020 · 0 repositories · arXiv:2010.09870
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COVID-CT-Mask-Net: Prediction of COVID-19 from CT Scans Using Regional Features 14 Oct 2020 · 1 repository
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Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation 6 Oct 2020 · 0 repositories · arXiv:2010.02680
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A New Mask R-CNN Based Method for Improved Landslide Detection 4 Oct 2020 · 0 repositories · arXiv:2010.01499
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PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images 11 Sep 2020 · 1 repository
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Regularized Densely-connected Pyramid Network for Salient Instance Segmentation 28 Aug 2020 · 1 repository · arXiv:2008.12416Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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5G Utility Pole Planner Using Google Street View and Mask R-CNN 26 Aug 2020 · 0 repositories · arXiv:2008.11689
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CDeC-Net: Composite Deformable Cascade Network for Table Detection in Document Images 25 Aug 2020 · 3 repositories · arXiv:2008.10831Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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Robust Vision Challenge 2020 -- 1st Place Report for Panoptic Segmentation 23 Aug 2020 · 0 repositories · arXiv:2008.10112
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Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation 13 Aug 2020 · 1 repository · arXiv:2008.05676
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IIIT-AR-13K: A New Dataset for Graphical Object Detection in Documents 6 Aug 2020 · 0 repositories · arXiv:2008.02569
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Hierarchical Context Embedding for Region-based Object Detection 4 Aug 2020 · 0 repositories · arXiv:2008.01338
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Joint Object Contour Points and Semantics for Instance Segmentation 2 Aug 2020 · 0 repositories · arXiv:2008.00460
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LevelSet R-CNN: A Deep Variational Method for Instance Segmentation 30 Jul 2020 · 0 repositories · arXiv:2007.15629
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MACD R-CNN: An Abnormal Cell Nucleus Detection Method 28 Jul 2020 · 0 repositories
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Regularization of Building Boundaries in Satellite Images using Adversarial and Regularized Losses 23 Jul 2020 · 0 repositories · arXiv:2007.11840
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The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance Segmentation 23 Jul 2020 · 1 repository · arXiv:2007.11978Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Boundary-preserving Mask R-CNN 17 Jul 2020 · 1 repository · arXiv:2007.08921Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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TrashCan: A Semantically-Segmented Dataset towards Visual Detection of Marine Debris 16 Jul 2020 · 0 repositories · arXiv:2007.08097
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Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation 13 Jul 2020 · 0 repositories · arXiv:2007.06660
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DRDr: Automatic Masking of Exudates and Microaneurysms Caused By Diabetic Retinopathy Using Mask R-CNN and Transfer Learning 4 Jul 2020 · 0 repositories · arXiv:2007.02026
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IA-MOT: Instance-Aware Multi-Object Tracking with Motion Consistency 24 Jun 2020 · 0 repositories · arXiv:2006.13458
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Vision-Based Fall Event Detection in Complex Background Using Attention Guided Bi-directional LSTM 24 Jun 2020 · 0 repositories · arXiv:2007.07773
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Unsupervised Learning of Visual Features by Contrasting Cluster Assignments 17 Jun 2020 · 18 repositories · arXiv:2006.09882Syntology community repositories only · 13 ran (of which 4 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 1 violated, 4 with no contract checked; 7 where Syntology's instrument failed) · 4 unverified (of 17 harvested samples) · 6 pointer-only (licence)
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TensorFlow with user friendly Graphical Framework for object detection API 11 Jun 2020 · 1 repository · arXiv:2006.06385
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FibeR-CNN: Expanding Mask R-CNN to Improve Image-Based Fiber Analysis 8 Jun 2020 · 2 repositories · arXiv:2006.04552
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Video Instance Segmentation Tracking With a Modified VAE Architecture 1 Jun 2020 · 0 repositories
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Self-Training for Domain Adaptive Scene Text Detection 23 May 2020 · 0 repositories · arXiv:2005.11487
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MaskFace: multi-task face and landmark detector 19 May 2020 · 0 repositories · arXiv:2005.09412
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Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting 5 May 2020 · 1 repository · arXiv:2005.02066Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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A novel Region of Interest Extraction Layer for Instance Segmentation 28 Apr 2020 · 5 repositories · arXiv:2004.13665
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The Problem of Fragmented Occlusion in Object Detection 27 Apr 2020 · 0 repositories · arXiv:2004.13076
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Utilizing Mask R-CNN for Waterline Detection in Canoe Sprint Video Analysis 20 Apr 2020 · 0 repositories · arXiv:2004.09573
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Lightweight Mask R-CNN for Long-Range Wireless Power Transfer Systems 19 Apr 2020 · 0 repositories · arXiv:2004.08761
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Evolving Normalization-Activation Layers 6 Apr 2020 · 8 repositories · arXiv:2004.02967Syntology 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 3 pointer-only (licence)
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EfficientPS: Efficient Panoptic Segmentation 5 Apr 2020 · 2 repositories · arXiv:2004.02307
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Volumetric Attention for 3D Medical Image Segmentation and Detection 4 Apr 2020 · 0 repositories · arXiv:2004.01997
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FGN: Fully Guided Network for Few-Shot Instance Segmentation 31 Mar 2020 · 0 repositories · arXiv:2003.13954
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Mask Encoding for Single Shot Instance Segmentation 26 Mar 2020 · 7 repositories · arXiv:2003.11712
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Deep Object Detection based Mitosis Analysis in Breast Cancer Histopathological Images 17 Mar 2020 · 0 repositories · arXiv:2003.08803
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TACO: Trash Annotations in Context for Litter Detection 16 Mar 2020 · 1 repository · arXiv:2003.06975Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
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Deep Affinity Net: Instance Segmentation via Affinity 15 Mar 2020 · 0 repositories · arXiv:2003.06849
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Conditional Convolutions for Instance Segmentation 12 Mar 2020 · 7 repositories · arXiv:2003.05664Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Equalization Loss for Long-Tailed Object Recognition 11 Mar 2020 · 1 repository · arXiv:2003.05176Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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DeepSperm: A robust and real-time bull sperm-cell detection in densely populated semen videos 3 Mar 2020 · 0 repositories · arXiv:2003.01395