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object-counting

[ECCV2024] API code for T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy

Python
2581
2 个月前

🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

Python
1332
1 年前

YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT

Jupyter Notebook
1039
3 年前
Python
430
3 年前

The code of the Object Counting API, implemented with the YOLO algorithm and with the SORT algorithm

Python
215
5 年前

Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020

Python
164
5 年前

ECCV24 - Improving Point-based Crowd Counting and Localization Based on Auxiliary Point Guidance

Python
86
1 年前

InstructSAM: A Training-Free Framework for Instruction-Oriented Remote Sensing Object Recognition (NeurIPS 2025)

Python
86
4 个月前

Few-shot Object Counting and Detection (ECCV 2022)

Python
77
1 年前

[ICCV 2023] Point-Query Quadtree for Crowd Counting, Localization, and More

Python
75
6 个月前

This repository contains the code for an object detection, tracking and counting project using the YOLOv8 object detection algorithm and the SORT (Simple Online and Realtime Tracking) algorithm for object tracking. The project has been implemented using object-oriented programming principles in Python.

Jupyter Notebook
63
2 年前

YOLOv8 Object Tracking and Counting using PyTorch, OpenCV and DeepSORT, deployed on Streamlit.

Python
52
2 个月前

Project to train/evaluate convolutional neural networks to count cars from COWC aerial images

Jupyter Notebook
45
7 年前

Code for paper "From Crowd to Herd Counting: How to Precisely Detect and Count African Mammals using Aerial Imagery and Deep Learning?"

Python
44
2 个月前

Heatmap Learner Convolutional Neural Network for Object Counting and Localization

Python
44
2 年前

Car tracking and car counter implemented with YOLOX, ByteTrack and Pytorch.

Python
44
2 年前

This repository showcases the utilization of the YOLOv8 algorithm for custom object detection and demonstrates how to leverage my pre-developed modules for object tracking and counting tasks.

Jupyter Notebook
36
2 年前