bounding-boxes

There are 6 repositories under bounding-boxes topic.

aleju / imgaug
Image augmentation for machine learning experiments.
affine-transformation augment-images augmentation bounding-boxes contrast crop deep-learning heatmap image-augmentation images keypoints machine-learning polygon segmentation-maps
Language:Python 12645
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 4121
Labelbox / labelbox
Labelbox is the fastest way to annotate data to build and ship computer vision applications.
image-classification image-segmentation computer-vision tensorflow labeling deep-learning recognition tools image-annotation image-labeling computer-vision-annotation annotation boundingbox image-labeling-tool bounding-boxes detection imagenet labeling-tool annotation-tool
Language:JavaScript 1631
recp / cglm
📽 Highly Optimized Graphics Math (glm) for C
math vector matrix euler c affine-transform-matrices opengl opengl-math simd sse avx neon marix-inverse matrix-decompositions 3d 3d-math glm-for-c frustum bounding-boxes bezier
Language:C 1377
Cartucho / OpenLabeling
Label images and video for Computer Vision applications
darknet yolo gui training-yolo opencv labeling-tool bounding-boxes object-detection darkflow pascal-voc
Language:Python 805
rafaelpadilla / review_object_detection_metrics
Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.
metrics object-detection bounding-boxes pascal-voc pacal-voc-ap coco-dataset coco-api pascal-metrics average-precision mean-average-precision precision-recall
Language:Python 591
l3p-cv / lost
Label Objects and Save Time (LOST) - Design your own smart Image Annotation process in a web-based environment.
annotation-tool computer-vision annotation-framework machine-learning machine-vision bounding-boxes polygon-annotations annotation-process image-annotation
Language:JavaScript 481
kcg2015 / Vehicle-Detection-and-Tracking
Computer vision based vehicle detection and tracking using Tensorflow Object Detection API and Kalman-filtering
detection tracking kalman-filtering object-detection keras hungarian-algorithm tensorflow-object-detection-api single-shot-multibox-detector mobilenet-ssd linear-assignment-problem occlusion computer-vision bounding-boxes bayesian-filter
Language:Python 459
xslittlegrass / CarND-Vehicle-Detection
Vehicle detection using YOLO in Keras runs at 21FPS
bounding-boxes convolutional-neural-networks keras vehicle-detection yolo
Language:Jupyter Notebook 378
gabyx / ApproxMVBB
Fast algorithms to compute an approximation of the minimal volume oriented bounding box of a point cloud in 3D.
bounding-boxes kd-tree oobb outlier-removal point-cloud volume
Language:C++ 368
shoumikchow / bbox-visualizer
Make drawing and labeling bounding boxes easy as cake
computer-vision computer-vision-tools cv labeling data-labeling object-detection object-recognition bboxes python3 deep-learning image-annotation annotations annotation image-labeling image-labeling-tool bounding-boxes bounding-box boundingbox hacktoberfest
Language:Python 292
CheXNet-with-localization
thtang / CheXNet-with-localization
Weakly Supervised Learning for Findings Detection in Medical Images
bounding-boxes chest-x-ray8 chest-xray-images chestxray14 chexnet deep-learning densenet medical-imaging nih pytorch weakly-supervised-learning
Language:Python 281
BMW-InnovationLab / BMW-YOLOv4-Inference-API-GPU
This is a repository for an nocode object detection inference API using the Yolov3 and Yolov4 Darknet framework.
yolov3 inference gpu api deep-learning computer-vision detection-inference-api bounding-boxes inference-server docker rest-api deeplearning yolo alexeyab-darknet yolo-gui neural-network dockerfile inference-gui yolov4 no-code
Language:Python 276
UniversalDataTool / react-image-annotate
Create image annotations. Classify, tag images with polygons, bounding boxes or points.
image-annotations bounding-boxes polygons hacktoberfest
Language:JavaScript 274
parkpow / deep-license-plate-recognition
Automatic License Plate Recognition (ALPR) or Automatic Number Plate Recognition (ANPR) software that works with any camera.
alpr anpr bounding-boxes deep-learning license-plate-recognition machine-learning number-plate-recognition ocr plate-detection
Language:C++ 259
labelCloud
ch-sa / labelCloud
A lightweight tool for labeling 3D bounding boxes in point clouds.
annotation 3d-object-detection tool machine-learning computer-vision labeling point-clouds bounding-boxes 6d-pose-estimation
Language:Python 221
experiencor / image-to-3d-bbox
Build a CNN network to predict 3D bounding box of car from 2D image.
self-driving-car cnn-keras convolutional-neural-networks deep-learning bounding-boxes regression kitti-dataset
Language:Jupyter Notebook 221
drainingsun / ybat
Ybat - YOLO BBox Annotation Tool
yolo bbox annotator bounding-boxes yolo-9000 yolo-bbox-annotation yolo-format yolov2 annotation-tool
Language:JavaScript 219
BMW-InnovationLab / BMW-YOLOv4-Inference-API-CPU
This is a repository for an nocode object detection inference API using the Yolov4 and Yolov3 Opencv.
yolov3 inference api cpu deep-learning computer-vision opencv object-detection cpu-inference-api docker detection-inference-api deep-neural-networks neural-network rest-api inference-server inference-gui bounding-boxes yolov4 yolov4-darknet no-code
Language:Python 213
avanetten / simrdwn
Rapid satellite imagery object detection
bounding-boxes deep-learning machine-learning object-detection tensorflow yolo
Language:C 191
chitra
gradsflow / chitra
A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.
tensorflow image-processing object-detection deep-learning image-dataset visualization gradcam model-interpretation model-visualization image-classification bounding-boxes model-deployment mlops model-serving python machine-learning fastapi hacktoberfest pytorch
Language:Python 190
BMW-InnovationLab / BMW-TensorFlow-Inference-API-CPU
This is a repository for an object detection inference API using the Tensorflow framework.
tensorflow inference api cpu deep-learning object-detection computer-vision detection-inference-api docker tensorflow-framework predictions bounding-boxes docker-image docker-container deeplearning computervision docker-ce inference-engine inference-server rest-api
Language:Python 182
jveitchmichaelis / deeplabel
A cross-platform desktop image annotation tool for machine learning
bounding-boxes labeling annotate-images kitti deep-learning annotation object-detection object-detection-label image-annotation image-labeling-tool
Language:C++ 163
shreyas-bk / U-2-Net-Demo
Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Changing Backgrounds, Bounding Box Creation, Salient Feature Highlighting and Salient Object Cropping.
background-removal bounding-boxes saliency-map machine-learning deep-learning python pytorch tensorflow u2net image-cropping
Language:Jupyter Notebook 144
pylabel-project / pylabel
Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.
annotation-tool bounding-boxes coco computer-vision dataset object-detection yolov5
Language:Python 111
visipedia / tfrecords
Functions for creating tfrecords for TensorFlow models.
bounding-boxes protocol-buffers tensorflow tfrecords tfrecords-files
Language:Python 109
ykotseruba / JAAD
Annotation data for JAAD (Joint Attention in Autonomous Driving) Dataset
pedestrian-detection autonomous-driving action-recognition action-prediction dataset annotations jaad occlusion bounding-boxes python-interface
Language:Python 106
copilot
visualbuffer / copilot
Lane and obstacle detection for active assistance during driving. Uses windowed sweep for lane detection. Combination of object tracking and YOLO for obstacles. Determines lane change, relative velocity and time to collision
yolov3 autonomous-vehicles lane-detection cv2 obstacle-detection lane-lines-detection lane-finding lane-tracking lane-curvature lane-lines lane-detector tracking-algorithm object-detection bounding-boxes autonomous-driving copilot adas collision
Language:Jupyter Notebook 92
joydeepmedhi / Anchor-Boxes-with-KMeans
How to initialize Anchors in Faster RCNN for custom dataset?
faster-rcnn object-detection tensorflow-models computer-vision python anchor-box kmeans anchor aspect-ratio iou custom-dataset detection bounding-boxes hyperparameters clusters distance-metric
Language:Jupyter Notebook 86
hugozanini / TFJS-object-detection
Real-time custom object detection in the browser using tensorflow.js
tensorflowjs object-detection real-time custom bounding-boxes computer-vision demo
Language:JavaScript 85
Earthwings / annotate
Create 3D labelled bounding boxes in RViz
ros ros-kinetic ros-melodic rviz rviz-plugin annotation-tool annotations annotation labeling labeling-tool ground-truth bounding-boxes lidar-point-cloud lidar-object-tracking lidar-object-detection lidar-obstacle-detection lidar velodyne pointcloud pcl
Language:C++ 71
nalepae / bounding-box
Bounding Box is a library to plot pretty bounding boxes with a simple Python API.
bounding-boxes computer-vision python visualization
Language:Python 71
varunagrawal / bbox
Python library for 2D/3D bounding boxes
3d-bounding-boxes bounding-boxes computer-vision computer-vision-tools
Language:Python 70
omarabid59 / TensorflowDeepSortTracking
Tensorflow object detection with tracking based on the DeepSort algorithm
realtime-tracking pipeline algorithm bounding-boxes tensorflow
Language:Python 59
pavitrakumar78 / Street-View-House-Numbers-SVHN-Detection-and-Classification-using-CNN
A 2-CNN pipeline to do both detection (using bounding box regression) and classification of numbers on SVHN dataset.
cnn-keras svhn detection-network classification bounding-boxes
Language:Python 53
zchrissirhcz / imageset-viewer
Pascal VOC BBox Viewer
bounding-boxes dataset-visualization gui labels object-detection
Language:Python 52

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