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adelaidet

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

awesome-detectron2

A collection of projects build with detectron2

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"

fcos_plus

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

knowledge_distillation_pytorch

maskrcnn-benchmark

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

mmdetection

Open MMLab Detection Toolbox and Benchmark

nn_pruning

Prune a model while finetuning or training.

prostate-segmentation

医学图像中的前列腺分割研究

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

tpu

Reference models and tools for Cloud TPUs.

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