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a-pytorch-tutorial-to-object-detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

adas

Advanced Driver Assistance System

adas_lane_detection_camcalib

Code for the paper "Vision based Lane detectio for Advanced Driver Assistance Systems"(PECCON'19)

adas_using_openvino

Advanced Driver Assistance System (team-project) - developed for the Intel Edge AI Scholarshap @Udacity

advanced-driver-assistance-systems-gui

apm_yolov8

YOLOv8+Track+TensorRT

awesome-yolo-object-detection

🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.

bdd100k

Toolkit of BDD100K Dataset for Heterogeneous Multitask Learning - CVPR 2020 Oral Paper

bytetrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

cdnet

The tutorials, datasets and source codes of the crosswalk detection (zebra crossing detection) network, which is robust in real scenes and real-time in Jetson nano. cross. detect. pedestrian.

complex-yolov4-pytorch

The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"

curved-lane-lines

detect curved lane lines using HSV filtering and sliding window search.

damo-yolo

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deepstream-yolo

NVIDIA DeepStream SDK 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 implementation for YOLO models

getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

imvisible

ImVisible: Pedestrian Traffic Light (PTL) Dataset, Lightweight CNN (LytNet), and Mobile Application for the Visually Impaired (CAIP '19, ICCV Workshops '19)

jetson_nano_detection_and_tracking

Jetson Nano ML install scripts, automated optimization of robotics detection models, and filter-based tracking of detections

jetsonyolo

Simple process for camera installation, software and hardware setup, and object detection using Yolov5 and openCV on NVIDIA Jetson Nano.

korean-traffic-light-detection-by-using-darknet-frame-work

minicoco

Fast alternative to FiftyOne for creating a subset of the COCO dataset.

notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

onnx-yolov8-object-detection

Python scripts performing object detection using the YOLOv8 model in ONNX.

pytorch-segmentation-detection

Image Segmentation and Object Detection in Pytorch

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

real-time-auto-license-plate-recognition-with-jetson-nano

This repository provides you with a detailed guide on how to build a real-time license plate detection and recognition system. The source code of the repository implemented on Jetson Nano reached 40 FPS.

real-time-object-detection

PyTorch and OpenCV based application to perform real time object detection

real-time-object-detection-for-autonomous-driving-using-deep-learning

My Computer Vision project from my Computer Vision Course (Fall 2020) at Goethe University Frankfurt, Germany. Performance comparison between state-of-the-art Object Detection algorithms YOLO and Faster R-CNN based on the Berkeley DeepDrive (BDD100K) Dataset.

road-object-detection-using-yolov4

Design and implementation of road object detection using Yolov4.