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asap

Program for the analysis and visualization of whole-slide images in digital pathology

atss

Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020

bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

bottom-up-attention.pytorch

An PyTorch reimplementation of bottom-up-attention models

cell-nuclei-detection-and-segmentation

Detect location and draw boundary of nuclei from microscopic images

centerloss

darknet

Convolutional Neural Networks

dbpn-pytorch

The project is an official implement of our CVPR2018 paper "Deep Back-Projection Networks for Super-Resolution" (Winner of NTIRE2018 and PIRM2018)

deep-image-retrieval

End-to-end learning of deep visual representations for image retrieval

deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

eda_nlp

Data augmentation for NLP, presented at EMNLP 2019

efficientnet-pytorch

A PyTorch implementation of EfficientNet

faiss

A library for efficient similarity search and clustering of dense vectors.

fastphotostyle

Style transfer, deep learning, feature transform

fsod-code

histopathology-stain-color-normalization

Deep Convolutional Gaussian Mixture Model for Stain-Color Normalization in Histopathological H&E Images

imagedatagenerator

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

keras-retinanet

Keras implementation of RetinaNet object detection.

keras-yolov3-mobilenet

I transfer the backend of yolov3 into mobilenet

lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

libfacedetection

An open source library for face detection in images. The face detection speed can reach 1500FPS.

mask-rcnn

Implementation of Mask-RCNN in Caffe https://arxiv.org/pdf/1703.06870.pdf

mcan-vqa

Deep Modular Co-Attention Networks for Visual Question Answering

megadepth

Code of single-view depth prediction algorithm on Internet Photos described in "MegaDepth: Learning Single-View Depth Prediction from Internet Photos, Z. Li and N. Snavely, CVPR 2018".

mil-nature-medicine-2019

mish

Mish: A Self Regularized Non-Monotonic Neural Activation Function

mmdetection

Open MMLab Detection Toolbox and Benchmark