object-detection

There are 271 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 ultralytics yolo yolov3 yolov5
Language:Python 47312
open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
object-detection instance-segmentation fast-rcnn faster-rcnn mask-rcnn cascade-rcnn ssd retinanet pytorch panoptic-segmentation rtmdet semisupervised-learning swin-transformer transformer vision-transformer yolo convnext detr glip grounding-dino
Language:Python 27970
matterport / Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
instance-segmentation keras mask-rcnn object-detection tensorflow
Language:Python 24192
ultralytics
ultralytics / ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
deep-learning hub image-classification instance-segmentation machine-learning obb object-detection pose pytorch tracking ultralytics yolo yolo-world yolov3 yolov5 yolov8
Language:Python 23558
AlexeyAB / darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
computer-vision deep-learning deep-learning-tutorial deep-neural-networks dnn neural-network object-detection scaled-yolov4 scaledyolov4 yolo yolov3 yolov4
Language:C 21471
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 21050
amusi / CVPR2024-Papers-with-Code
CVPR 2024 论文和开源项目合集
cvpr cvpr2020 computer-vision deep-learning machine-learning object-detection image-segmentation paper image-processing visual-tracking python cvpr2021 semantic-segmentation cvpr2022 transformer transformers cvpr2023 cvpr2024
16313
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 14976
supervision
roboflow / supervision
We write your reusable computer vision tools. 💜
classification coco computer-vision deep-learning image-processing instance-segmentation low-code machine-learning metrics object-detection oriented-bounding-box pascal-voc python pytorch tensorflow tracking video-processing yolo
Language:Python 14609
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 13482
microsoft / Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
ade20k image-classification imagenet mask-rcnn mscoco object-detection semantic-segmentation swin-transformer
Language:Python 13050
extreme-assistant / CVPR2024-Paper-Code-Interpretation
cvpr2024/cvpr2023/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
12276
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 yolov3 blazeface face-detection fcos pp-yolo fairmot multi-object-tracking deepsort picodet human-activity-recognition human-pose-estimation yolov5 yolox yolov7 detr rt-detr
Language:Python 12148
cvat
cvat-ai / cvat
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
annotation annotation-tool annotations boundingbox computer-vision computer-vision-annotation dataset deep-learning image-annotation image-classification image-labeling image-labelling-tool imagenet labeling labeling-tool object-detection pytorch semantic-segmentation tensorflow video-annotation
Language:TypeScript 11508
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 11230
yolov3
ultralytics / yolov3
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
deep-learning machine-learning object-detection ultralytics yolo yolov3 yolov5
Language:Python 10019
jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
class-activation-maps computer-vision deep-learning explainable-ai explainable-ml grad-cam image-classification interpretability interpretable-ai interpretable-deep-learning machine-learning object-detection pytorch score-cam vision-transformers visualizations xai
Language:Python 9533
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 9306
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 9048
OlafenwaMoses / ImageAI
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
artificial-intelligence machine-learning prediction image-prediction python python3 offline-capable imageai artificial-neural-networks algorithm image-recognition object-detection squeezenet densenet video inceptionv3 detection gpu ai-practice-recommendations
Language:Python 8420
techniques
satellite-image-deep-learning / techniques
Techniques for deep learning with satellite & aerial imagery
deep-learning deep-neural-networks satellite-imagery tensorflow keras pytorch python machine-learning sentinel satellite-images dataset remote-sensing datasets convolutional-neural-networks image-classification satellite-data earth-observation object-detection
7832
microsoft / ailab
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
computer-vision custom-vision ocr ai azure-functions algorithms luis language-learning translation bing-search object-detection image-classification bot iot csharp javascript html5 dnn
Language:C# 7641
jetson-inference
dusty-nv / jetson-inference
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
caffe computer-vision deep-learning digits embedded image-recognition inference jetson jetson-nano jetson-tx1 jetson-tx2 jetson-xavier jetson-xavier-nx machine-learning nvidia object-detection robotics segmentation tensorrt video-analytics
Language:C++ 7391
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 7297
amusi / awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
computer-vision deep-learning detection object-detection object-localisation
7271
autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
automl machine-learning data-science deep-learning ensemble-learning computer-vision natural-language-processing structured-data object-detection gluon transfer-learning pytorch automated-machine-learning scikit-learn autogluon tabular-data hyperparameter-optimization time-series forecasting python
Language:Python 7185
fiftyone
voxel51 / fiftyone
The open-source tool for building high-quality datasets and computer vision models
active-learning artificial-intelligence computer-vision data-centric-ai data-cleaning data-curation data-quality data-science deep-learning developer-tools image-classification machine-learning object-detection python unstructured-data vector-search visualization
Language:Python 6767
google / automl
Google Brain AutoML
automl efficientdet object-detection efficientnet efficientnetv2
Language:Jupyter Notebook 6158
thtrieu / darkflow
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
tensorflow graph darknet deep-learning deep-neural-networks convolutional-neural-networks convolutional-networks image-processing object-detection machine-learning real-time mobile-development
Language:Python 6128
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
6116
gluon-cv
dmlc / gluon-cv
Gluon CV Toolkit
deep-learning computer-vision neural-network gluon mxnet machine-learning image-classification object-detection semantic-segmentation gan person-reid action-recognition pose-estimation
Language:Python 5755
meituan / YOLOv6
YOLOv6: a single-stage object detection framework dedicated to industrial applications.
object-detection pytorch yolo
Language:Jupyter Notebook 5558
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🔥
deep-neural-networks deep-learning object-detection anchor-free ncnn shufflenet pytorch mnn repvgg openvino efficientnet android model-zoo nanodet-plus nanodet
Language:Python 5549
zylo117 / Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
efficientdet efficientnet pytorch object-detection detection bifpn
Language:Jupyter Notebook 5189
IDEA-Research / GroundingDINO
Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
object-detection open-world open-world-detection vision-language vision-language-transformer
Language:Python 5117
amdegroot / ssd.pytorch
A PyTorch Implementation of Single Shot MultiBox Detector
pytorch deep-learning ssd object-detection computer-vision machine-learning image-recognition webcam
Language:Python 5055

object-detection

ultralytics / yolov5

open-mmlab / mmdetection

matterport / Mask_RCNN

ultralytics / ultralytics

AlexeyAB / darknet

WZMIAOMIAO / deep-learning-for-image-processing

amusi / CVPR2024-Papers-with-Code

blakeblackshear / frigate

roboflow / supervision

albumentations-team / albumentations

microsoft / Swin-Transformer

extreme-assistant / CVPR2024-Paper-Code-Interpretation

PaddlePaddle / PaddleDetection

cvat-ai / cvat

hoya012 / deep_learning_object_detection

ultralytics / yolov3

jacobgil / pytorch-grad-cam

microsoft / computervision-recipes

Megvii-BaseDetection / YOLOX

OlafenwaMoses / ImageAI

satellite-image-deep-learning / techniques

microsoft / ailab

dusty-nv / jetson-inference

tensorlayer / TensorLayer

amusi / awesome-object-detection

autogluon / autogluon

voxel51 / fiftyone

google / automl

thtrieu / darkflow

amusi / daily-paper-computer-vision

dmlc / gluon-cv

meituan / YOLOv6

RangiLyu / nanodet

zylo117 / Yet-Another-EfficientDet-Pytorch

IDEA-Research / GroundingDINO

amdegroot / ssd.pytorch