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Projects in Awesome Lists tagged with object-detection

A curated list of projects in awesome lists tagged with object-detection .

https://github.com/OpenGVLab/InternImage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

backbone deformable-convolution foundation-model object-detection semantic-segmentation

Last synced: 28 Oct 2024

https://github.com/abhineet123/deep-learning-for-tracking-and-detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

code-collection deep-learning detection object-detection optical-flow paper-collection papers segmentation tracking tracking-by-detection

Last synced: 02 Dec 2024

https://github.com/abhineet123/Deep-Learning-for-Tracking-and-Detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

code-collection deep-learning detection object-detection optical-flow paper-collection papers segmentation tracking tracking-by-detection

Last synced: 28 Oct 2024

https://github.com/curiousily/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

anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo

Last synced: 02 Jan 2025

https://github.com/curiousily/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

anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo

Last synced: 06 Nov 2024

https://github.com/idea-research/t-rex

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

interactive object-counting object-detection open-set text-prompt visual-prompt

Last synced: 02 Jan 2025

https://github.com/ayooshkathuria/YOLO_v3_tutorial_from_scratch

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

object-detection pytorch-implmention pytorch-tutorial yolo yolov3

Last synced: 11 Nov 2024

https://github.com/ayooshkathuria/yolo_v3_tutorial_from_scratch

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

object-detection pytorch-implmention pytorch-tutorial yolo yolov3

Last synced: 28 Dec 2024

https://github.com/peterh0323/smart_construction

Base on YOLOv5 Head Person Helmet Detection on Construction Sites,基于目标检测工地安全帽和禁入危险区域识别系统,🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗

detection helmet object-detection python pytorch yolo yolov5

Last synced: 27 Dec 2024

https://github.com/idea-research/dino

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

computer-vision deep-learning object-detection

Last synced: 02 Jan 2025

https://github.com/IDEA-Research/T-Rex

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

interactive object-counting object-detection open-set text-prompt visual-prompt

Last synced: 26 Nov 2024

https://github.com/hunglc007/tensorflow-yolov4-tflite

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

android object-detection tensorflow tensorrt tf2 tflite yolov3 yolov3-tiny yolov4

Last synced: 02 Jan 2025

https://github.com/IDEA-Research/DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

computer-vision deep-learning object-detection

Last synced: 09 Nov 2024

https://github.com/mit-han-lab/bevfusion

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

3d-perception camera lidar object-detection pytorch semantic-segmentation sensor-fusion

Last synced: 25 Sep 2024

https://github.com/PeterH0323/Smart_Construction

Base on YOLOv5 Head Person Helmet Detection on Construction Sites,基于目标检测工地安全帽和禁入危险区域识别系统,🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗

detection helmet object-detection python pytorch yolo yolov5

Last synced: 09 Nov 2024

https://github.com/azavea/raster-vision

An open source library and framework for deep learning on satellite and aerial imagery.

classification computer-vision deep-learning geospatial machine-learning object-detection pytorch remote-sensing semantic-segmentation

Last synced: 31 Dec 2024

https://github.com/idea-research/detrex

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

anchor-detr conditional-detr dab-detr deformable-detr deta detr dino dn-detr group-detr h-detr mask-dino object-detection pose-estimation pytorch segmentation state-of-the-art

Last synced: 02 Jan 2025

https://github.com/amusi/eccv2024-papers-with-code

ECCV 2024 论文和开源项目合集,同时欢迎各位大佬提交issue,分享ECCV 2024论文和开源项目

computer-vision deep-learning eccv eccv-2020 eccv2020 eccv2022 eccv2024 image-classification image-segmentation neural-network object-detection

Last synced: 05 Dec 2024

https://github.com/IDEA-Research/detrex

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

anchor-detr conditional-detr dab-detr deformable-detr deta detr dino dn-detr group-detr h-detr mask-dino object-detection pose-estimation pytorch segmentation state-of-the-art

Last synced: 28 Oct 2024

https://github.com/hustvl/yolop

You Only Look Once for Panopitic Driving Perception.(MIR2022)

autonomous-driving drivable-area-segmentation jetson-tx2 lane-detection multitask-learning object-detection

Last synced: 28 Dec 2024

https://github.com/hustvl/YOLOP

You Only Look Once for Panopitic Driving Perception.(MIR2022)

autonomous-driving drivable-area-segmentation jetson-tx2 lane-detection multitask-learning object-detection

Last synced: 28 Oct 2024

https://github.com/sharpai/deepcamera

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

ai camera computer-vision deep-learning edge face-detection face-recognition home-assistant machine-learning nvidia-jetson-nano object-detection python raspberry-pi tensorflow tf-lite video-surveillance

Last synced: 27 Dec 2024

https://github.com/duankaiwen/centernet

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

keypoint-triplets object-detection one-stage

Last synced: 28 Dec 2024

https://github.com/Duankaiwen/CenterNet

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

keypoint-triplets object-detection one-stage

Last synced: 26 Oct 2024

https://github.com/photonixapp/photonix

A modern, web-based photo management server. Run it on your home server and it will let you find the right photo from your collection on any device. Smart filtering is made possible by object recognition, face recognition, location awareness, color analysis and other ML algorithms.

ai django docker docker-image face-recognition gallery google-photos image-recognition javascript management ml object-detection photo photo-manager photography python react storage tensorflow web

Last synced: 28 Dec 2024

https://github.com/SharpAI/DeepCamera

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

ai camera computer-vision deep-learning edge face-detection face-recognition home-assistant machine-learning nvidia-jetson-nano object-detection python raspberry-pi tensorflow tf-lite video-surveillance

Last synced: 27 Oct 2024

https://github.com/roflcoopter/viseron

Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.

coral cuda darknet edgetpu face-recognition google-coral hacktoberfest hardware-acceleration ip-camera license-plate-recognition motion-detection network-video-capture network-video-recorder nvr object-detection rtsp surveillance tensorflow viseron yolo

Last synced: 02 Jan 2025

https://github.com/damianmoore/photonix

A modern, web-based photo management server. Run it on your home server and it will let you find the right photo from your collection on any device. Smart filtering is made possible by object recognition, face recognition, location awareness, color analysis and other ML algorithms.

ai django docker docker-image face-recognition gallery google-photos image-recognition javascript management ml object-detection photo photo-manager photography python react storage tensorflow web

Last synced: 12 Sep 2024

https://github.com/alexeyab/yolo_mark

GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2

darknet dnn labeling marking-bounded-boxes object-detection training-yolo yolo

Last synced: 28 Dec 2024

https://github.com/AlexeyAB/Yolo_mark

GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2

darknet dnn labeling marking-bounded-boxes object-detection training-yolo yolo

Last synced: 09 Nov 2024

https://github.com/SwinTransformer/Swin-Transformer-Object-Detection

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.

cascade mask-rcnn mscoco object-detection reppoints swin swin-transformer

Last synced: 30 Oct 2024

https://github.com/swintransformer/swin-transformer-object-detection

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.

cascade mask-rcnn mscoco object-detection reppoints swin swin-transformer

Last synced: 30 Sep 2024

https://github.com/jkjung-avt/tensorrt_demos

TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet

googlenet jetson modnet mtcnn object-detection ssd-mobilenet tensorrt yolov3 yolov4

Last synced: 02 Jan 2025

https://github.com/zfturbo/weighted-boxes-fusion

Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

boxes ensemble-prediction object-detection

Last synced: 02 Jan 2025

https://github.com/traveller59/second.pytorch

SECOND for KITTI/NuScenes object detection

kitti nuscenes object-detection voxelnet

Last synced: 28 Dec 2024

https://github.com/PyTorchLightning/lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 08 Nov 2024

https://github.com/lightning-universe/lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 26 Sep 2024

https://github.com/ZFTurbo/Weighted-Boxes-Fusion

Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

boxes ensemble-prediction object-detection

Last synced: 05 Nov 2024

https://github.com/Lightning-Universe/lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 10 Nov 2024

https://github.com/dog-qiuqiu/mobilenet-yolo

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

cnn computer-vision cv darknet deep-learning face-detection landmark landmark-detection mnn mnn-framework mobilenet-yolo mobilenetv2 ncnn ncnn-model object-detection yolo yolov3

Last synced: 29 Dec 2024

https://github.com/dog-qiuqiu/MobileNet-Yolo

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

cnn computer-vision cv darknet deep-learning face-detection landmark landmark-detection mnn mnn-framework mobilenet-yolo mobilenetv2 ncnn ncnn-model object-detection yolo yolov3

Last synced: 26 Oct 2024

https://github.com/wxinlong/solo

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

instance-segmentation object-detection pytorch solo solov2

Last synced: 27 Dec 2024

https://github.com/facebookresearch/votenet

Deep Hough Voting for 3D Object Detection in Point Clouds

3d deep-learning object-detection point-cloud robotics voting

Last synced: 25 Sep 2024

https://github.com/argusswift/yolov4-pytorch

This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO

attention cbam mobilenetv2 mobilenetv3 object-detection pytorch senet yolov4

Last synced: 28 Dec 2024

https://github.com/argusswift/YOLOv4-pytorch

This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO

attention cbam mobilenetv2 mobilenetv3 object-detection pytorch senet yolov4

Last synced: 09 Nov 2024

https://github.com/Lam1360/YOLOv3-model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝(network slimming)

channel-pruning hand-detection model-pruning object-detection yolov3

Last synced: 28 Oct 2024

https://github.com/visual-layer/fastdup

fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data operation costs, all with unmatched scalability.

data-augmentation data-curation dataset deep-learning image image-analysis image-classfication image-classification image-duplicate-detection image-processing image-similarity machine-learning novelty-detection object-detection outlier-detection python visual-search visualization visualization-tools

Last synced: 02 Jan 2025

https://github.com/experiencor/keras-yolo3

Training and Detecting Objects with YOLO3

deep-learning object-detection yolo

Last synced: 27 Dec 2024

https://github.com/charlesq34/frustum-pointnets

Frustum PointNets for 3D Object Detection from RGB-D Data

3d deep-learning object-detection point-cloud robotics

Last synced: 29 Dec 2024

https://github.com/rwightman/efficientdet-pytorch

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

efficientdet efficientnet object-detection pytorch semantic-segmentation

Last synced: 31 Dec 2024

https://github.com/wizyoung/yolov3_tensorflow

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.

object-detection real-time tensorflow tensorflow-yolo yolov3

Last synced: 28 Dec 2024

https://github.com/wizyoung/YOLOv3_TensorFlow

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.

object-detection real-time tensorflow tensorflow-yolo yolov3

Last synced: 09 Nov 2024

https://github.com/om-ai-lab/omdet

Real-time and accurate open-vocabulary end-to-end object detection

object-detection open-vocabulary vision-and-language zero-shot-object-detection

Last synced: 02 Jan 2025

https://github.com/lufficc/ssd

High quality, fast, modular reference implementation of SSD in PyTorch

computer-vision deep-learning object-detection pytorch ssd

Last synced: 27 Dec 2024

https://github.com/marcoslucianops/deepstream-yolo

NVIDIA DeepStream SDK 7.1 / 7.0 / 6.4 / 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 / 5.1 implementation for YOLO models

cuda darknet deepstream mmyolo nvidia nvidia-deepstream-sdk object-detection paddle ppyoloe pytorch rtdetr rtmdet tensorrt ultralytics yolo

Last synced: 02 Jan 2025

https://github.com/lufficc/SSD

High quality, fast, modular reference implementation of SSD in PyTorch

computer-vision deep-learning object-detection pytorch ssd

Last synced: 28 Oct 2024

https://github.com/v2ai/det3d

World's first general purpose 3D object detection codebse.

3d-object-detection autonomous-driving deep-learning kitti nuscenes object-detection point-cloud pytorch

Last synced: 28 Dec 2024

https://github.com/sherlockchou86/videopipe

A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化(视频分析)框架,觉得有帮助的请给个星星 : )

ai behaviour-analysis cv deep-learning deepstream face-recognition feature-extraction gstreamer image-classification image-enhancement image-segmentation license-plate-recognition object-detection opencv reid similarity-search video-analysis video-processing

Last synced: 02 Jan 2025

https://github.com/keyu-tian/spark

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

bert cnn convnet convolutional-neural-networks deep-learning iclr iclr2023 instance-segmentation mae mask-rcnn masked-autoencoder masked-image-modeling object-detection pre-trained-model pretrain pretraining pytorch self-supervised-learning sparse-convolution ssl

Last synced: 29 Dec 2024

https://github.com/cmdbug/yolov5_ncnn

🍅 Deploy ncnn on mobile phones. Support Android and iOS. 移动端ncnn部署,支持Android与iOS。

android chineseocr-lite dbface detection ios landmark106 mobilenet mobilenetv3 nanodet ncnn object-detection openpose simple-pose yolact yolo yolofastest yolov3 yolov4 yolov5

Last synced: 29 Dec 2024

https://github.com/cmdbug/YOLOv5_NCNN

🍅 Deploy ncnn on mobile phones. Support Android and iOS. 移动端ncnn部署,支持Android与iOS。

android chineseocr-lite dbface detection ios landmark106 mobilenet mobilenetv3 nanodet ncnn object-detection openpose simple-pose yolact yolo yolofastest yolov3 yolov4 yolov5

Last synced: 27 Oct 2024

https://github.com/ewenwan/orb_slam2_ssd_semantic

动态语义SLAM 目标检测+VSLAM+光流/多视角几何动态物体检测+octomap地图+目标数据库

dynamic-slam object-detection octomap semantic-slam

Last synced: 29 Dec 2024

https://github.com/marcoslucianops/DeepStream-Yolo

NVIDIA DeepStream SDK 7.0 / 6.4 / 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 / 5.1 implementation for YOLO models

darknet deepstream nvidia nvidia-deepstream-sdk object-detection paddle paddlepaddle ppyoloe pytorch tensorrt ultralytics yolo yolor yolov3 yolov4 yolov5 yolov6 yolov7 yolov8 yolox

Last synced: 27 Oct 2024

https://github.com/V2AI/Det3D

World's first general purpose 3D object detection codebse.

3d-object-detection autonomous-driving deep-learning kitti nuscenes object-detection point-cloud pytorch

Last synced: 28 Oct 2024

https://github.com/toandaominh1997/efficientdet.pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

coco computer-vision demo detection efficientdet-d0 efficientnet focalloss multibox nms object-detection pascal-voc pytorch

Last synced: 15 Dec 2024

https://github.com/toandaominh1997/EfficientDet.Pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

coco computer-vision demo detection efficientdet-d0 efficientnet focalloss multibox nms object-detection pascal-voc pytorch

Last synced: 27 Nov 2024

https://github.com/sfzhang15/refinedet

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

object-detection

Last synced: 29 Dec 2024

https://github.com/keyu-tian/SparK

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

bert cnn convnet convolutional-neural-networks deep-learning iclr iclr2023 instance-segmentation mae mask-rcnn masked-autoencoder masked-image-modeling object-detection pre-trained-model pretrain pretraining pytorch self-supervised-learning sparse-convolution ssl

Last synced: 28 Oct 2024

https://github.com/roboflow/inference

A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.

classification computer-vision deployment docker hacktoberfest inference inference-api inference-server instance-segmentation jetson machine-learning object-detection onnx python tensorrt vit yolo11 yolov5 yolov7 yolov8

Last synced: 31 Dec 2024

https://github.com/Ewenwan/ORB_SLAM2_SSD_Semantic

动态语义SLAM 目标检测+VSLAM+光流/多视角几何动态物体检测+octomap地图+目标数据库

dynamic-slam object-detection octomap semantic-slam

Last synced: 27 Oct 2024

https://github.com/yoshitomo-matsubara/torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

amazon-sagemaker-lab cifar10 cifar100 coco colab-notebook glue google-colab image-classification imagenet knowledge-distillation natural-language-processing nlp object-detection pascal-voc pytorch semantic-segmentation transformer

Last synced: 01 Jan 2025

https://github.com/sherlockchou86/VideoPipe

A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化(视频分析)框架,觉得有帮助的请给个星星 : )

ai behaviour-analysis cv deep-learning deepstream face-recognition feature-extraction gstreamer image-classification image-enhancement image-segmentation license-plate-recognition object-detection opencv reid similarity-search video-analysis video-processing

Last synced: 27 Oct 2024

https://github.com/qfgaohao/pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

object-detection open-images pytorch ssd

Last synced: 28 Dec 2024