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keras-blog

Blog with Keras news, tutorials, and demos.

keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

kvasir-capsule

GitHub repository for the Kvasir-Capsule dataset.

kvasir-instrument

GitHub repository for the Kvasir-instrument dataset

kvasir-seg

Kvasir-SEG: A Segmented Polyp Dataset

kvasircapsule-seg

NanoNet: Real-Time Polyp Segmentation in Capsule Endoscopy & Colonoscopy [Contains an open-access capsule endoscopy dataset (2021 IEEE CBMS)]

labelling_tool

List of labelling tools for computer vision tasks

ldpolypvideo-benchmark

A public endoscopic video dataset for polyp detection

lightlayers

LightLayers: Parameter Efficient Dense and convolutional Layers for Image Classification (PDCAT-PAAP)

linux

Linux kernel source tree

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mdnet

Multi Decoder Network for Polyp Segmentation

medai-transparency-in-medical-image-segmentation

medicotask2018-final-submissions

mkdcnet

Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network

mlsd

Official Tensorflow implementation of "M-LSD: Towards Light-weight and Real-time Line Segment Detection"

msrf-net

multiclass-semantic-segmentation-camvid

Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.

multimediaeval.github.io

This repository holds the code to the https://multimediaeval.github.io/ website. The `master` branch contains only the `_site` folder built with Jekyll due to the use of a non-whitelisted plugin. To edit content, please go to the `gh-page` branch.

nanonet

Official implementation of NanoNet: Real-time medical Image segmentation architecture (IEEE CBMS)

numpy-data-augmentation

Data Augmentation using NumPy

opendatasets

Free datasets for open research, and development

pfenet

PFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation (TPAMI).

pns-net

2021-MICCAI-Progressively Normalized Self-Attention Network for Video Polyp Segmentation

polypgen

A multi-centre polyp detection and segmentation dataset for generalisability assessment https://www.nature.com/articles/s41597-023-01981-y

practicals

pranet

PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral)

pvtformer

CT Liver Segmentation Via PVT-based Encoding and Refined Decoding (IEEE ISBI)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-segmentation-detection

Image Segmentation and Object Detection in Pytorch