Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
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Sep 22, 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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Oct 6, 2021 - Python
Object detection and instance segmentation toolkit based on PaddlePaddle.
ssd
faster-rcnn
face-detection
object-detection
multi-object-tracking
instance-segmentation
mask-rcnn
retinanet
faceboxes
yolov3
deepsort
cascade-rcnn
fcos
blazeface
cornernet-lite
efficientdet
yolov4
pp-yolo
ttfnet
fairmot
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Oct 7, 2021 - Python
A simple, fully convolutional model for real-time instance segmentation.
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Aug 3, 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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Oct 4, 2021 - Python
machine-learning
computer-vision
deep-learning
remote-sensing
object-detection
satellite-imagery
earth-observation
instance-segmentation
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Sep 13, 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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Sep 1, 2021 - Python
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
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Oct 6, 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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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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Feb 16, 2021 - Python
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
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Oct 7, 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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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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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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Jun 11, 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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Dec 1, 2020 - Python
Detectorch - detectron for PyTorch
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Oct 30, 2018 - Jupyter Notebook
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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Sep 25, 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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Sep 8, 2021 - JavaScript
[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers
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Jul 15, 2021 - Python
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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Jan 12, 2020 - 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 General Toolbox for Identifying Object Detection Errors
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Updated
Jun 22, 2021 - Python
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Mar 2, 2021 - Python
[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans
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Aug 25, 2021 - Python
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Dear all,
I hope to find you well. The current codebase is totally closed and it is impossible to retrieve all the metrics computed. Allow all metrics to be returned inside
dataset.evaluate. For instance, currently, we cannot get themapper class that is printed inside [eval_map](https://github.com/open-mmlab/mmdetection/blob/414c62cb12d1b0ebf6151a697a32b84adc269ca4/mmdet/core/evaluati