object-detection

There are 171 repositories under object-detection topic.

yolov5
ultralytics / yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
coreml deep-learning ios machine-learning ml object-detection onnx pytorch tflite yolo yolov3 yolov4 yolov5
Language:Python 26387
matterport / Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
mask-rcnn tensorflow object-detection instance-segmentation keras
Language:Python 21701
open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
object-detection instance-segmentation rpn fast-rcnn faster-rcnn mask-rcnn cascade-rcnn ssd retinanet pytorch
Language:Python 19717
AlexeyAB / darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
dnn deep-learning deep-neural-networks deep-learning-tutorial object-detection computer-vision neural-network yolo yolov3 yolov4 scaled-yolov4 scaledyolov4
Language:C 19068
hoya012 / deep_learning_object_detection
A paper list of object detection using deep learning.
deep-learning deep-neural-networks deeplearning object-detection objectdetection
Language:Python 10624
albumentations
albumentations-team / albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
augmentation deep-learning detection fast-augmentations image-augmentation image-classification image-processing image-segmentation machine-learning object-detection python segmentation
Language:Python 10212
extreme-assistant / CVPR2022-Paper-Code-Interpretation
cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
computer-vision cvpr2020 cvpr2019 deep-learning machine-learning object-detection image-segmentation image-classification papers cvpr2021 cvpr2022
9354
WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
bilibili classification deep-learning object-detection pytorch segmentation tensorflow2
Language:Python 9014
yolov3
ultralytics / yolov3
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
yolov3 object-detection pytorch yolo onnx coreml ios tflite yolov4 yolov5 deep-learning machine-learning ml
Language:Python 8692
computervision-recipes
microsoft / computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
artificial-intelligence azure computer-vision convolutional-neural-networks data-science deep-learning image-classification image-processing jupyter-notebook kubernetes machine-learning microsoft object-detection operationalization python similarity tutorial
Language:Jupyter Notebook 8458
amusi / CVPR2022-Papers-with-Code
CVPR 2022 论文和开源项目合集
computer-vision cvpr cvpr2020 cvpr2021 cvpr2022 deep-learning image-processing image-segmentation machine-learning object-detection paper python semantic-segmentation transformer transformers visual-tracking
8410
microsoft / Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
swin-transformer image-classification object-detection semantic-segmentation imagenet mscoco ade20k mask-rcnn
Language:Python 8178
PaddlePaddle / PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
object-detection instance-segmentation faster-rcnn mask-rcnn cascade-rcnn ssd yolov3 blazeface face-detection fcos pp-yolo ttfnet fairmot multi-object-tracking deepsort picodet human-activity-recognition human-pose-estimation yolov5 yolox
Language:Python 7675
microsoft / ailab
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
ai algorithms azure-functions bing-search bot computer-vision csharp custom-vision dnn html5 image-classification iot javascript language-learning luis object-detection ocr translation
Language:C# 7034
OlafenwaMoses / ImageAI
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
ai-practice-recommendations algorithm artificial-intelligence artificial-neural-networks densenet detection gpu image-prediction image-recognition imageai inceptionv3 machine-learning object-detection offline-capable prediction python python3 squeezenet video
Language:Python 7026
TensorLayer
tensorlayer / TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
a3c artificial-intelligence chatbot deep-learning dqn gan google imagenet neural-network object-detection python reinforcement-learning tensorflow tensorflow-tutorial tensorflow-tutorials tensorlayer
Language:Python 7007
amusi / awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
object-detection detection computer-vision deep-learning object-localisation
6830
YOLOX
Megvii-BaseDetection / YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
deep-learning megengine ncnn object-detection onnx openvino pytorch tensorrt yolo yolov3 yolox
Language:Python 6421
thtrieu / darkflow
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
convolutional-networks convolutional-neural-networks darknet deep-learning deep-neural-networks graph image-processing machine-learning mobile-development object-detection real-time tensorflow
Language:Python 5984
dusty-nv / jetson-inference
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
deep-learning inference computer-vision embedded image-recognition object-detection segmentation jetson jetson-tx1 jetson-tx2 jetson-xavier nvidia tensorrt digits caffe video-analytics robotics machine-learning jetson-nano jetson-xavier-nx
Language:C++ 5594
gluon-cv
dmlc / gluon-cv
Gluon CV Toolkit
action-recognition computer-vision deep-learning gan gluon image-classification machine-learning mxnet neural-network object-detection person-reid pose-estimation semantic-segmentation
Language:Python 5194
amusi / daily-paper-computer-vision
记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文
computer-vision deep-learning face-detection machine-learning object-detection paper
5169
zylo117 / Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
bifpn detection efficientdet efficientnet object-detection pytorch
Language:Jupyter Notebook 5038
google / automl
Google Brain AutoML
automl efficientdet efficientnet efficientnetv2 object-detection
Language:Jupyter Notebook 5011
amdegroot / ssd.pytorch
A PyTorch Implementation of Single Shot MultiBox Detector
computer-vision deep-learning image-recognition machine-learning object-detection pytorch ssd webcam
Language:Python 4653
frigate
blakeblackshear / frigate
NVR with realtime local object detection for IP cameras
rtsp realtime tensorflow google-coral mqtt nvr camera home-assistant object-detection ai homeautomation home-automation
Language:Python 4602
weiliu89 / caffe
Caffe: a fast open framework for deep learning.
deep-learning object-detection real-time semantic-segmentation
Language:C++ 4554
awslabs / autogluon
AutoGluon: AutoML for Image, Text, and Tabular Data
autogluon automated-machine-learning automl computer-vision data-science deep-learning ensemble-learning gluon hyperparameter-optimization image-classification machine-learning mxnet natural-language-processing neural-architecture-search object-detection pytorch scikit-learn structured-data tabular-data transfer-learning
Language:Python 4479
RangiLyu / nanodet
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet
Language:Python 4348
rafaelpadilla / Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
average-precision bounding-boxes mean-average-precision metrics object-detection pascal-voc precision-recall
Language:Python 4106
balancap / SSD-Tensorflow
Single Shot MultiBox Detector in TensorFlow
tensorflow ssd deep-learning yolo object-detection
Language:Jupyter Notebook 4085
microsoft / VoTT
Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
cntk video-tagging deep-learning object-detection labeling detection tagging taggingtools imagetagger image-tagging detection-model tensorflow-object-detection-api annotation-tool image-annotation
Language:TypeScript 3802
endernewton / tf-faster-rcnn
Tensorflow Faster RCNN for Object Detection
coco faster-rcnn mobilenet object-detection resnet tensorboard tensorflow voc
Language:Python 3614
chenyuntc / simple-faster-rcnn-pytorch
A simplified implemention of Faster R-CNN that replicate performance from origin paper
cupy faster-rcnn object-detection pythonic pytorch visdom voc
Language:Jupyter Notebook 3582
YunYang1994 / tensorflow-yolov3
🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"
deep-learning object-detection tensorflow yolov3
Language:Python 3565
ayooshkathuria / pytorch-yolo-v3
A PyTorch implementation of the YOLO v3 object detection algorithm
object-detection pytorch yolo yolov3
Language:Python 3185

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