Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
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Nov 22, 2020 - Python
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mask-rcnn
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A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
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Sep 5, 2019 - Python
Object detection and instance segmentation toolkit based on PaddlePaddle.
ssd
faster-rcnn
face-detection
object-detection
instance-segmentation
mask-rcnn
retinanet
faceboxes
gcnet
yolov3
cascade-rcnn
fcos
blazeface
cornernet-lite
efficientdet
yolov4
libra-rcnn
cbnet
pp-yolo
ttfnet
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Nov 26, 2020 - Python
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
deep-neural-networks
deep-learning
detection
inference
medical-imaging
segmentation
object-detection
medical-image-computing
semantic-segmentation
3d-models
medical-image-processing
mask-rcnn
u-net
medical-image-analysis
2d-3d
pytorch-cnn
retina-net
3d-object-detection
pytorch-implementation
pytorch-deeplearning
retina-unet
3d-mask-rcnn
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Oct 14, 2020 - Python
RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.
tools
image-annotation
tensorflow
detection
video-annotation
annotations
polygon
yolo
ssd
imagenet
faster-rcnn
image-classification
segmentation
labelling
object-detection
annotation-tool
mask-rcnn
label-images
turicreate
detectron
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Oct 14, 2020 - Python
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Nov 22, 2020 - Jupyter Notebook
Mask R-CNN for Human Pose Estimation on Keras and TensorFlow.
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Jul 13, 2020 - Jupyter Notebook
fstroth
commented
Nov 24, 2020
Is there a dataset in icedata that can be used for this example, or do we need to get data from somewhere?
I don't intend to include any example of training a NN in the tutorial, only data reading and augmentation.
Don't remove
Main issue for examples: #39
Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning
visualization
tracking
machine-learning
tensorflow
keras
python3
matplotlib
cell-segmentation
mask-rcnn
cell-biology
resnet-101
trackpy
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Sep 15, 2020 - Jupyter Notebook
Mask R-CNN for object detection and instance segmentation on Pytorch
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Mar 31, 2019 - Python
Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h).
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Mar 13, 2020 - Python
Boundary-preserving Mask R-CNN (ECCV 2020)
faster-rcnn
object-detection
maskrcnn
instance-segmentation
mscoco
mask-rcnn
boundary-detection
detectron
detectron2
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Sep 24, 2020 - Python
automatic tagging data, the training data prepare for mask-rcnn
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Jan 9, 2019 - Python
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Oct 16, 2020 - Python
Detectron2 for Document Layout Analysis
python
computer-vision
deep-learning
pytorch
neural-networks
segmentation
object-detection
semantic-segmentation
document-layout
maskrcnn
mask-rcnn
document-layout-analysis
publaynet
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Oct 20, 2020 - Python
Implementation maskrcnn-benchmark, pytorch c++ frontend
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Apr 1, 2020 - C++
Inspired from Mask R-CNN to build a multi-task learning, two-branch architecture: one branch based on YOLOv2 for object detection, the other branch for instance segmentation. Simply tested on Rice and Shapes. MobileNet supported.
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Oct 29, 2019 - Jupyter Notebook
Lots of semantic image segmentation implementations in Tensorflow/Keras
tensorflow
enet
fcn
image-segmentation
unet
segnet
mask-rcnn
refinenet
pspnet
fc-densenet
linknet
decouplednet
gan-ss
g-frnet
mscoo-dataset
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May 4, 2019 - Python
A sample project to build a custom Mask RCNN model using Tensorflow object detection API
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Jun 1, 2020 - Python
7th place solution for the 2018 Data Science Bowl with a score of 0.591
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Aug 21, 2019 - Python
Motion R-CNN: Mask R-CNN with support for 3D motion estimation (prototype)
tensorflow
faster-rcnn
optical-flow
motion-estimation
mask-rcnn
motion-rcnn
tensorflow-object-detection-api
feature-pyramid-network
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Aug 13, 2018 - Python
A Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset
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Dec 16, 2019 - Python
Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)
computer-vision
deep-learning
chainer
coco
object-detection
instance-segmentation
mask-rcnn
iccv-2017
detectron
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Sep 1, 2019 - Python
Code and pre-trained models for Instance Segmentation track in Open Images Dataset
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Oct 25, 2019 - Python
Classification and Segmentation with Mask-RCNN of Skin Cancer using ISIC dataset
deep-learning
classification
segmentation
nei
isic
mask-rcnn
skin-cancer
classification-segmentation
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Oct 27, 2020 - Python
MaskRCNN on PubLayNet datasets. Paragraph detection, table detection, figure detection,...
pytorch
object-detection
pretrained-models
mask-rcnn
document-layout-analysis
table-detection
figure-detection
publaynet
paragraph-detection
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Sep 15, 2020 - Python
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Dec 14, 2017 - Python
OpenVINO Training Extensions Object Detection
sparsity
compression
computer-vision
deep-learning
pytorch
ssd
faster-rcnn
object-detection
instance-segmentation
mask-rcnn
retinanet
onnx
openvino
cascade-rcnn
fcos
onnxruntime
atss
quantization-aware-training
nncf
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Nov 26, 2020 - Python
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