Deep-Learning-for-Tracking-and-Detection
Tracking and Detection Library
A collection of papers, datasets, code, and resources for object tracking and detection using deep learning.
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
2k stars
156 watching
656 forks
Language: HTML
last commit: 7 months ago
Linked from 1 awesome list
code-collectiondeep-learningdetectionobject-detectionoptical-flowpaper-collectionpaperssegmentationtrackingtracking-by-detection
jbhuang0604/awesome-computer-visionRelated projects:
| Repository | Description | Stars |
|---|---|---|
 hoya012/deep_learning_object_detection | A comprehensive repository of object detection papers and datasets using deep learning techniques | 11,316 |
 lz118/deep-correlation-network | Develops a deep neural network model for detecting salient objects in RGBT images using correlation information from other colors. | 13 |
 mpatacchiola/deepgaze | A computer vision library for detecting and tracking human presence in images and videos using convolutional neural networks. | 1,790 |
 charlesq34/frustum-pointnets | A deep learning framework for 3D object detection from RGB-D data | 1,592 |
 matlab-deep-learning/pretrained-efficientdet-d0 | Provides pre-trained and customizable object detection capabilities using an efficient neural network architecture | 15 |
 wenbowen123/iros20-6d-pose-tracking | An optimization approach for long-term 6D pose tracking of objects in video sequences using synthetic data and a novel neural network architecture. | 389 |
 feichtenhofer/detect-track | Develops methods to track objects in videos and detect objects in images using deep learning | 553 |
| matlab-deep-learning/pretrained-yolov8-network-for-object-detection | Pretrained YOLO object detection networks for real-time performance with good detection quality in MATLAB | 29 |
 philipperemy/yolo-9000 | Real-time object detection using deep learning and a large dataset of classes | 1,184 |
 avanetten/simrdwn | An object detection system using rapid satellite imagery and deep learning algorithms | 216 |
 xinli-zn/tadt | An implementation of the Target-Aware Deep Tracking method in MATLAB | 67 |
| matlab-deep-learning/lidar-object-detection-using-complex-yolov4 | Provides pre-trained deep learning models for object detection in point clouds using complex YOLOv4 architecture | 21 |
 ayoolaolafenwa/pixellib | A deep learning library for image segmentation and object detection using PyTorch. | 1,049 |
 google-deepmind/tapnet | A deep learning project for tracking points in video sequences | 1,315 |
 dmlc/gluon-cv | A toolkit for building and deploying deep learning models in computer vision | 5,833 |