This project is an implementation of the crowd counting model proposed in our CVPR 2017 paper - Switching Convolutional Neural Network(SCNN) for Crowd Counting. SCNN is an adaptation of the fully-convolutional neural network and uses an expert CNN that
Visual crowd counting has gained serious attention during the last couple of years. The consistent contributions to this topic have now solved several inherited challenges such as scale variations, occlusions, and cross-scene applications. However, these works attempt to improve accuracy and often ...
model clip_vit_b_16 --input_size 224 --reduction 8 --truncation 4 --anchor_points average --prompt_type word \ --num_vpt 32 --vpt_drop 0.0 --sliding_window --stride 224 \ --weight_path ./checkpoints/nwpu/clip_vit_b_16_word_224_8_4_fine_1.0_dmcount/best_rmse.pth --device ...
Automatic crowd counting has made significant progress in recent years. However, due to the challenge of multi-scale variations, convolutional neural netwo
Exactly two years ago I presentedmy own 'Top 5', butthe ecosystem is about to start winding down, the last branch of Windows on phonesis about to receive its final update, so now would be a good time for a massive update to the idea. This time going with crowd-sourced data and not...
Crossing the Line: Crowd Counting by Integer Programming with Local Features We propose an integer programming method for estimating the instantaneous count of pedestrians crossing a line of interest in a video sequence. Through a l... M Zheng,AB Chan - Computer Vision & Pattern Recognition 被引...
人群计数:SFCN--Learning from Synthetic Data for Crowd Counting in the Wild,程序员大本营,技术文章内容聚合第一站。
here — Belfast was inspired by Branagh’s own childhood experiences — but superb performances from a stalwart cast (Judi Dench, Ciarán Hinds, Caitríona Balfe, Jamie Dornan), plus an energizing Van Morrison soundtrack, ensure this Academy Award–nominee for best picture is a true crowd ...
19.A system for counting people in a crowd, the system comprising:an image capture module for receiving segmentable, three dimensional image data including a foreground, the foreground having a depiction of at least one person;a processor for segmenting the foreground, projecting the depiction in ...
This paper investigates crowd counting in the frequency domain, which is a novel direction compared to the traditional view in the spatial domain. By transforming the density map into the frequency domain and using the nice properties of the characteristic function, we propose a novel method that ...