Yolov5-lite - Minimal PyTorch implementation of YOLOv5

Last update: Nov 28, 2022

Related tags

Deep Learning yolov5-lite

Overview

Yolov5-Lite: Minimal YOLOv5 + Deep Sort

Overview

This repo is a shortened version of yolov5 codes and added deep sort algorithm.

Installation

git clone https://github.com/kadirnar/yolov5-lite
cd yolov5-lite
pip install -r requirements.txt

Yolov5 Model + Deep Sort Prediction

python detect.py --source ../video/uav.mp4 --yolo_model yolov5x6.pt --deep_sort_model osnet_x1_0 --show-vid

Citations

@misc{yolov5deepsort2020,
    title={Real-time multi-object tracker using YOLOv5 and deep sort},
    author={Mikel Broström},
    howpublished = {\url{https://github.com/mikel-brostrom/Yolov5_DeepSort_Pytorch}},
    year={2020}
}

Reference:

Owner

Kadir Nar

Computer Vision Resarcher

GitHub Repository

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Yolov5-lite - Minimal PyTorch implementation of YOLOv5

Related tags

Overview

Yolov5-Lite: Minimal YOLOv5 + Deep Sort

Overview

Installation

Yolov5 Model + Deep Sort Prediction

Citations

Reference:

Owner

Kadir Nar

This is the official code for the paper "Tracker Meets Night: A Transformer Enhancer for UAV Tracking".

InterFaceGAN - Interpreting the Latent Space of GANs for Semantic Face Editing

Efficient Sharpness-aware Minimization for Improved Training of Neural Networks

AWS documentation corpus for zero-shot open-book question answering.

KUIELAB-MDX-Net got the 2nd place on the Leaderboard A and the 3rd place on the Leaderboard B in the MDX-Challenge ISMIR 2021

ESL: Event-based Structured Light

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Expand human face editing via Global Direction of StyleCLIP, especially to maintain similarity during editing.

Safe Local Motion Planning with Self-Supervised Freespace Forecasting, CVPR 2021

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

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Python scripts for performing stereo depth estimation using the MobileStereoNet model in Tensorflow Lite.

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Provided is code that demonstrates the training and evaluation of the work presented in the paper: "On the Detection of Digital Face Manipulation" published in CVPR 2020.

Implementation for paper "STAR: A Structure-aware Lightweight Transformer for Real-time Image Enhancement" (ICCV 2021).

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