Single Stage Paper

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Papers with Code - SSH: Single Stage Headless Face Detector Unlike two stage proposal-classification detectors, SSH detects faces in a single stage directly from the early convolutional layers in a classification network. SSH is headless. That is, it is able to achieve state-of-the-art results while removing the "head" of its underlying classification network -- i.e. all fully connected layers in the VGG-16 which contains a large number of

[PDF]Structure Aware Single-stage 3D Object Detection from (a) the representative single-stage detector SECOND [25] and (b) our single-stage method guided by auxiliary tasks and point-level supervisions. The object points, ground-truth box, center points predicted by the auxiliary network and the final detection results are shown in green, white, yellow and red colors, respectively.

RetinaFace: Single-stage Dense Face Localisation in the Wild May 02, 2019· Though tremendous strides have been made in uncontrolled face detection, accurate and efficient face localisation in the wild remains an open challenge. This paper presents a robust single-stage face detector, named RetinaFace, which performs pixel-wise face localisation on various.Cited by: 29

[PDF]Learning Efficient Single-stage Pedestrian Detection by as a single-stage detector. However, current single-stage detectors (e.g. SSD) have not presented competitive accuracy on common pedestrian detection benchmarks. This paper is towards a successful pedestrian detector enjoying the speed of SSD while maintaining the accuracy of Faster R-CNN. Specifically, a structurally simple but effective moduleCited by: 28

Can You Sand Single Stage Urethane Paint? It Still Runs Single stage urethane coats, especially on metallic colors, can become dulled by the sanding process. Sometimes this dulling is expected, and you can solve it by applying protective coats of wax as soon as the paint has cured.

[PDF]Structure Aware Single-stage 3D Object Detection from making two-stage methods hard to reach real-time speed. Motivated by the high precision of two-stage detectors, in this paper, we propose to exploit the fine-grained struc-ture information to improve the localization accuracy and simultaneously preserve the high efficiency of single-stage approaches. We design a structure-aware single-stage 3D

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GitHub - murdockhou/Single-Stage-Multi-person-Pose Mar 18, 2020· Unofficial implementation of arxiv paper "Single-Stage Multi-Person Pose Machines", detail imformation can see this paper or check this csdn link only for reference. TODO custom distribute training is not work well, I trained for

[PDF]Learning Efficient Single-stage Pedestrian Detection by as a single-stage detector. However, current single-stage detectors (e.g. SSD) have not presented competitive accuracy on common pedestrian detection benchmarks. This paper is towards a successful pedestrian detector enjoying the speed of SSD while maintaining the accuracy of Faster R-CNN. Specifically, a structurally simple but effective module

Sanding out single stage paint - YouTube 6:07Jun 06, 2017· If you've painted something in single stage or you own something with it on it, than this is for you!: ChrisDel157 _

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[PDF]Performance of single-stage axial-flow transonic NASA Technical Paper 1659 1, LOAN COPY: RnURN TO NASA AWL TECHNICAL LIBRARY KIRTLAND AFB, N.M. , 1659 TP Performance of Single-Stage Axial- Flow Transonic Compressor With Rotor and Stator Aspect Ratios of 1.19 and 1.26, Respectively, and With Design Pressure Ratio of 2.05 Royce D. Moore and Lonnie Reid c.1 APRIL 1980 NASA

[PDF]Sample size tables for exact single-stage phase II designs Title: Sample size tables for exact single-stage phase II designs Created Date: 2/17/2001 4:25:39 AM

[PDF]Accurate Single Stage Detector Using Recurrent Rolling followed by a second stage for decision refinement. Despite the simplicity of training and the efficiency in deployment, the single stage detection methods have not been as com-petitive when evaluated in benchmarks consider mAP for high IoU thresholds. In this paper, we proposed a novel single stage end-to-end trainable object detection network

Getting orange peel out of cheap-ish single stage paint Getting orange peel out of cheap-ish single stage paint I went with the original Light Ivory as discussed in a previous post. The car is no concours queen, so I stripped all the trim off, removed the windshield, did all prep work, masked it well, and had a buddy of mine who works at a reputable shop spray it using fairly inexpensive single

[2003.13870] RetinaTrack: Online Single Stage Joint Mar 30, 2020· In this paper we focus on the tracking-by-detection paradigm for autonomous driving where both tasks are mission critical. We propose a conceptually simple and efficient joint model of detection and tracking, called RetinaTrack, which modifies the popular single stage RetinaNet approach such that it is amenable to instance-level embedding training.

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Single-Stage Anterior Debridement and Fibular Allograft · AbstractComplicated infectious spondylitis is an infrequent infection with severe spinal destruction, and is indicated for combined anterior and posterior surgeries. Staged debridement and subsequent reconstruction is advocated in the literature. The purpose of this study is to evaluate the feasibility and clinical outcome of patients who underwent single-stage combined