(ECCV 2020) Conditional Sequential Modulation for Efficient Global Image Retouching
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Sep 28, 2020 - Python
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csrnet
Here are 18 public repositories matching this topic...
Implementation of the CSRNet paper (CVPR 18) in keras-tensorflow
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Jul 29, 2019 - Jupyter Notebook
SOFT-CSRNET : Counting people in drone video footage
real-time deep-learning notebook data-visualization ground-truth crowdcounting csrnet uav-challenge eccv2020 challenge-crowdcounting visdrone-cc soft-csrnet
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Feb 5, 2022 - Jupyter Notebook
An unofficial implementation of CSRNet for crowd counting.
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Jul 3, 2019 - Jupyter Notebook
Real-time crowd density estimation & interactive flow simulation powered by CSRNet. Trained on ShanghaiTech and custom Indian crowd datasets with FastAPI & Vite.
pwa canvas computer-vision deep-learning pytorch web-application density-estimation shanghaitech crowd-counting crowd-simulation vite csrnet fastapi crowd-safety real-time-inference indian-dataset
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Jul 21, 2026 - Jupyter Notebook
Train a CSRNet for estimating a crowd distribution
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Jun 8, 2020 - Python
Implement CSRnet for counting vehicle traffic
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Dec 16, 2020 - Python
A deep learning project implementing CSRNet for accurate people counting in highly congested scenes, based on the architecture described in the CSRNet paper.
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Aug 13, 2024 - Jupyter Notebook
Keras based implementation of the CSRNET model
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Mar 29, 2020 - Jupyter Notebook
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Dec 18, 2025 - Jupyter Notebook
Crowd counting and behavior analysis web app using PyTorch (CSRNet) with a Flask-based frontend.
python flask machine-learning computer-vision deep-learning neural-network image-processing pytorch artificial-intelligence crowd-counting csrnet
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Mar 15, 2026 - CSS
AI-powered smart city crowd management and dynamic bus dispatch system using CSRNet density map regression to monitor transit stop overcrowding and optimize public transportation.
computer-vision deep-learning artificial-intelligence density-map crowd-counting csrnet huggingface streamlit crowd-detection smart-city-solutions
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May 21, 2026 - Python
Address the crowd counting problem on the Mall dataset (sparse) by exploring regression-based (Xception) and density-based (CSRNet) approaches.
transfer-learning vgg16 vgg19 data-augmentation density-map inception-v3 fine-tuning crowd-counting xception resnet50 inception-resnet-v2 csrnet pre-training optuna
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Feb 16, 2024 - Jupyter Notebook
Real-time crowd density estimation using CSRNet (VGG-16 + dilated CNN) on ShanghaiTech Part A & B. Includes adaptive Gaussian kernel density map generation, from-scratch training on M1 CPU, MPS inference, and a live video demo with heatmap overlay and running count graph. Part A MAE: 87.85 | Part B MAE: 21.12
python computer-vision deep-learning surveillance heatmap pytorch vgg16 density-map smart-city gaussian-kernel video-analytics shanghaitech crowd-counting csrnet dilated-convolutions crowd-density-estimation
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Apr 17, 2026 - Python
Repo for computer vision dataset of trees around the London area
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Feb 14, 2022 - Jupyter Notebook
CPU-efficient crowd counting: a reproducible study of how INT8 quantization and input resolution trade off accuracy against latency, using CSRNet and ONNX Runtime
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Jun 16, 2026 - Python
Reproducible PyTorch implementation of CSRNet for crowd counting and density map estimation
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Jul 22, 2026 - Python
Single-Image Crowd Counting - Computer Vision Project
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Jul 29, 2026 - Jupyter Notebook
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