SkeletonOne

awesome-detectron2

A collection of projects build with detectron2

prostate-segmentation

医学图像中的前列腺分割研究

FCOS_PLUS

Some improvements about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mmdetection

Open MMLab Detection Toolbox and Benchmark

tpu

Reference models and tools for Cloud TPUs.

AdelaiDet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

awesome-lane-detection

A paper list of lane detection.

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

Awesome-Pruning

A curated list of neural network pruning resources.

awesome-source-free-test-time-adaptation

[2022] A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation

Brain-Tumor-Segmentation

Brain Tumor Segmentation done using U-Net Architecture.

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

DA_Detection_Material

A Collection of Domain Adaptation for Object Detection Material

detectron2

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

detectron2_backbone

detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn

EagleEye

(ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning

EveryPixelMatters

Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"

Knowledge_Distillation_Pytorch

nn_pruning

Prune a model while finetuning or training.

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

Segmentation.X

Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation

SkeletonOne

trim-model-for-maskrcnn-benchmark-finetune

Trim pre-trained model for finetuning on custom dataset based on maskrcnn-benchmark (.pth format)

Unet-Segmentation-Pytorch-Nest-of-Unets

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet