Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
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Dec 7, 2021 - Python
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instance-segmentation
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Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
python
computer-vision
deep-learning
image-annotation
video-annotation
annotations
classification
semantic-segmentation
instance-segmentation
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Nov 24, 2021 - Python
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
ssd
faster-rcnn
face-detection
object-detection
multi-object-tracking
instance-segmentation
mask-rcnn
yolov3
deepsort
cascade-rcnn
fcos
blazeface
pp-yolo
ttfnet
fairmot
ppdet
pp-tinypose
pp-tracking
picodet
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Updated
Jan 1, 2022 - Python
A simple, fully convolutional model for real-time instance segmentation.
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Dec 29, 2021 - Python
A Simple and Versatile Framework for Object Detection and Instance Recognition
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Sep 23, 2021 - Python
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
ocr
solo
text-recognition
object-detection
text-detection
instance-segmentation
fcos
abcnet
adelaidet
blendmask
meinst
solov2
condinst
boxinst
densecl
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Updated
Nov 30, 2021 - Python
machine-learning
computer-vision
deep-learning
remote-sensing
object-detection
satellite-imagery
earth-observation
instance-segmentation
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Updated
Dec 22, 2021
Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/
deep-learning
tensorflow
self-driving-car
lane-finding
lane-detection
instance-segmentation
lane-lines-detection
lanenet
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Updated
Nov 17, 2021 - Python
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
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Updated
Nov 11, 2021 - Python
PANet for Instance Segmentation and Object Detection
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Mar 17, 2019 - Python
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
pytorch
operator
image-classification
object-detection
semantic-segmentation
instance-segmentation
involution
pre-trained-model
cvpr2021
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Updated
Jul 16, 2021 - Python
semantic-segmentation
pointclouds
3d-segmentation
instance-segmentation
3d-deep-learning
3d-detection
3d-classification
3d-tracking
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Jun 8, 2021
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
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Updated
Feb 16, 2021 - Python
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
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Updated
Dec 14, 2021 - Python
Inference Code for Polygon-RNN++ (CVPR 2018)
deep-learning
annotation
tensorflow
labelling
instance-segmentation
cvpr2018
instance-annotation
polygon-rnn
polyrnn
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Updated
Aug 29, 2018 - Jupyter Notebook
CenterMask : Real-Time Anchor-Free Instance Segmentation, in CVPR 2020
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Updated
Mar 27, 2020 - Python
PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
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Updated
Jul 24, 2019
CenterMask : Real-time Anchor-Free Instance Segmentation, in CVPR 2020
real-time
pytorch
object-detection
instance-segmentation
anchor-free
vovnet
detectron2
centermask
vovnetv2
cvpr2020
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Updated
Dec 27, 2021 - Python
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
machine-learning
computer-vision
deep-learning
tensorflow
pytorch
artificial-intelligence
segmentation
deeplearning
convolutional-neural-networks
object-detection
image-segmentation
semantic-segmentation
deeplab
video-segmentation
instance-segmentation
maskr-cnn
pointrend
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Updated
Dec 17, 2021 - Python
UPSNet: A Unified Panoptic Segmentation Network
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Updated
Jul 11, 2019 - Python
mmdetection源码注释
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Updated
Dec 1, 2020 - Python
[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers
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Jul 15, 2021 - Python
semantic
parsing
detection
annotations
segmentation
nus
evaluation-metric
human-parsing
instance-segmentation
scene-understanding
multi-human-parsing
group-behavior-analysis
human-centric-analysis
mhp
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Updated
Dec 9, 2021 - JavaScript
Detectorch - detectron for PyTorch
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Updated
Oct 30, 2018 - Jupyter Notebook
The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
computer-vision
deep-learning
pytorch
kaggle
object-detection
instance-segmentation
imaterialist
mmdetection
kaggle-imaterialist
hybrid-task-cascade
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Updated
Jan 12, 2020 - Python
A General Toolbox for Identifying Object Detection Errors
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Updated
Oct 15, 2021 - Python
This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)
pytorch
bottom-up
semantic-segmentation
cityscapes
deeplab
instance-segmentation
panoptic-segmentation
sementation
detectron2
cvpr2020
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Updated
Feb 3, 2021 - Python
A lightweight vision library for performing large scale object detection/ instance segmentation.
python
computer-vision
conda
pytorch
pip
coco
object-detection
instance-segmentation
large-image
mmdetection
small-object-detection
yolov5
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Jan 2, 2022 - Python
Copy-paste augmentation for segmentation and detection tasks
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Updated
Oct 28, 2021 - Jupyter Notebook
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I want to train a detector based on object365 dataset, but object365 is pretty large, and caused out of memory error in my computer.
I want to split the annotation file to 10, such as ann1,ann2,...ann10, then build 10 datasets and concatenate them, but I'm not sure whether it's
gonna work or not.
Any better suggestion?