instance-segmentation

There are 71 repositories under instance-segmentation topic.

lilessam / CameraObjectsDetection
Real-time camera objects detection application written in Python & applying Mask R-CNN algorithm.
tensorflow keras rcnn object-detection instance-segmentation
Language:Python 34
Seeed-Studio / SenseCraft-AI
An application suite including an open-source inference server and web UI to deploy any YOLOv8 model to NVIDIA Jetson devices and visualize captured streams, with one line of code.
computer-vision deep-learning instance-segmentation jetpack jetson-orin machine-learning nvidia-jetson object-detection orin-nano orin-nx pytorch yolov5 yolov8
Language:Shell 34
ZechengLi19 / CIM
[IJCAI'23] Complete Instances Mining for Weakly Supervised Instance Segmentation
pytorch ijcai2023 instance-segmentation wsis weakly-supervised-instance-segmentation weakly-supervised-learning proposal-based proposal-based-wsis
Language:Python 34
vLAR-group / UnsupObjSeg
🔥Benchmarking Unsupervised Object Segmentation (NeurIPS 2022)
benchmarking generative-model instance-segmentation neurips-2022 object-centric object-detection object-segmentation real-world-images unsupervised-learning variational-autoencoder variational-inference
Language:Python 33
anshkumar / yolact
Tensorflow 2.x implementation YOLACT
yolact tensorflow instance-segmentation object-detection real-time-object-detection real-time
Language:Jupyter Notebook 32
Atten4Vis / GroupDETR
[ICCV 2023] Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment
3d-detection detection detr instance-segmentation label-assignment object-detection transformer transformers
32
Ma-Dan / Yolact-CoreML
Yolact for iOS implemented using CoreML.
realtime real-time instance-segmentation yolact coreml ios swift
Language:Swift 32
3dlg-hcvc / minsu3d
MINSU3D: MinkowskiEngine-powered Scene Understanding in 3D
3d computer-vision deep-learning instance-segmentation minkowski-engine object-detection pytorch pytorch-lightning
Language:Python 31
funalab / QCANet
Convolutional Neural Network-Based Instance Segmentation Algorithm to Acquire Quantitative Criteria of Early Mouse Development
cnn convolutional-neural-network instance-segmentation microscopic-images machine-learning
Language:Python 31
mcmingchang / yolox_keypoint_segment
yolox keypoints instance-segmentation semantic-segmentation yolov7-tiny
Language:Python 31
czhang0528 / MosaicOS
[ICCV 2021] MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection
object-detection long-tailed-recognition instance-segmentation mosaic-images lvis imagenet
Language:Python 30
nadeemlab / ImPartial
Interactive deep learning whole-cell segmentation and thresholding using partial annotations
deep-learning interactive segmentation denoising cell-segmentation pytorch instance-segmentation cell-biology
Language:Jupyter Notebook 29
xiong-jie-y / ozeu
The toolkit to generate auto labeled datasets
dataset autolabel object-detection instance-segmentation
Language:Python 29
Tony607 / mmdetection_instance_segmentation_demo
How to train an instance segmentation model with mmdetection
coco-dataset instance-segmentation
Language:Jupyter Notebook 28
Lednik7 / nto-ai-text-recognition
Optical Character Recognition + Instance Segmentation for russian and english languages
torch detectron2 copypaste ocr-recognition ocr instance-segmentation segmentation kenlm beam-search-decoder
Language:Jupyter Notebook 27
MasterSkepticista / Rooftop-Instance-Segmentation
VGG-16 Model to Segment Rooftops from Aerial Imagery
tensorflow vgg16-python vgg16 rooftop-segmentation instance-segmentation
Language:Python 27
UARK-AICV / AISFormer
[BMVC 2022] AISFormer: Amodal Instance Segmentation with Transformer
amodal-instance-segmentation bmvc2022 image-segmentation instance-segmentation transformer
Language:Python 27
matlab-deep-learning / mask-rcnn
Mask-RCNN training and prediction in MATLAB for Instance Segmentation
deep-learning matlab instance-segmentation object-detection pretrained-models matlab-deep-learning
Language:MATLAB 26
HiroIshida / detic_ros
ROS wrapper for pretrained Detic instance segmentation and detection (and some utils to work with point cloud)
ros instance-segmentation object-detection
Language:Python 25
Kainmueller-Lab / PatchPerPix
official implementation of the PatchPerPix instance segmentation method
computer-vision instance-segmentation
Language:Python 25
NoelShin / zutis
[CVPRW'23 Oral] Zero-shot Unsupervised Transfer Instance Segmentation
instance-segmentation semantic-segmentation unsupervised zero-shot
Language:Python 25
SeonghwanSeo / PharmacoNet
Official Github for "PharmacoNet: Accelerating Large-Scale Virtual Screening by Deep Pharmacophore Modeling" (NeurIPS 2023 Workshop)
deep-learning drug-discovery graph-matching instance-segmentation machine-learning pharmacophore-modelling virtual-screening
Language:Python 25
csiro-robotics / UPGen
The official repository for the paper: Scalable learning for bridging the species gap in image-based plant phenotyping.
sim2real computer-vision synthetic-dataset-generation deeplearning instance-segmentation leaf-instance-segmentation dataset plant-phenotyping
Language:Python 24
MikeS96 / 3d_obj_detection
3D object detection on the nuScenes dataset
object-detection 3d-object-detection instance-segmentation dbscan clustering global-features pcl svm nuscenes
Language:Jupyter Notebook 24
rohitrango / beyond-map
[CVPR 2023 Highlight] Beyond mAP: Towards better evaluation of instance segmentation
computer-vision deep-learning detectron2 instance-segmentation
Language:Jupyter Notebook 24
TannerGilbert / Computer-Vision-Synthetic-Data-Generation
Synthetic data-set generator for Object Detection and Instance Segmentation
synthetic-data synthetic-dataset-generation object-detection instance-segmentation labelme-annotations
Language:Python 24
leandro-svg / SparseInst_TensorRT
The real-time Instance Segmentation Algorithm SparseInst running on TensoRT and ONNX
tensorrt onnx tensorrt-conversion tensorrt-inference torch2trt instance-segmentation object-detection jetson-tx2
Language:Python 23
looooongChen / instance_segmentation_with_pixel_embeddings
Instance segmentation via deep pixel embedding
instance-segmentation segmentation biomedical-images pixel-embeddings
Language:Python 23
michaelowenliu / awesome-interactive-segmentation
A collection of AWESOME things about interactive segmentation.
semantic-segmentation instance-segmentation interactive-segmentation human-computer-interaction
23
VinAIResearch / GeoFormer
Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance Segmenter (ECCV 2022)
3d-point-cloud few-shot-learning instance-segmentation
Language:Python 23
shtamura / maskrcnn
MaskRCNN object detection implemented by Keras.
machine-learning deep-learning keras faster-rcnn mask-rcnn object-detection instance-segmentation
Language:Python 22
orestis-z / mask-rcnn-rgbd
Extended Mask R-CNN for RGB-D object instance segmentation based on Matterport's implementation. Segmentation accuracy improved by up to 31% using the additional depth input channel.
compter-vision deep-learning deep-neural-networks instance-segmentation keras tensorflow
Language:Jupyter Notebook 20
TheCodez / pytorch-box2pix
WIP implementation of "Box2Pix: Single-Shot Instance Segmentation by Assigning Pixels to Object Boxes"
cityscapes fcn instance-segmentation multitask-learning pytorch pytorch-ignite ssd
Language:Python 20
dbtmpl / OPMask
Official implementation of the paper 'Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance Segmentation' (ICCV 2021)
instance-segmentation partially-supervised pytorch object-mask-prior iccv2021
Language:Python 19
ihdia / docvisor
An open-source tool for visualisation of outputs of deep-learning models for document analysis tasks such as fully automatic, bounding box and OCR.
ocr document-analysis icdar-ost-2021 visualization visualization-tools computer-vision instance-segmentation streamlit streamlit-web streamlit-webapp dashboard
Language:Python 19
MarcoParola / oral_segmentation
Semantic and object segmentation on photographic images of oral cancer
instance-segmentation oral-cancer semantic-segmentation ensemble-learning
Language:Python 19