OpenMMLab Detection Toolbox and Benchmark
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Updated
May 27, 2024 - Python
OpenMMLab Detection Toolbox and Benchmark
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
OpenMMLab Pre-training Toolbox and Benchmark
PASSL包含 SimCLR,MoCo v1/v2,BYOL,CLIP,PixPro,simsiam, SwAV, BEiT,MAE 等图像自监督算法以及 Vision Transformer,DEiT,Swin Transformer,CvT,T2T-ViT,MLP-Mixer,XCiT,ConvNeXt,PVTv2 等基础视觉算法
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
1st place of Kaggle's RSNA Screening Mammography Breast Cancer Detection competition
MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation (MICCAI 2023).
YOLOv5-ODConvNeXt is an improved version of YOLOv5 for ship detection on drone-captured images.
👁 2022年数字中国创新大赛 (DCIC 2022) 卫星应用赛题——海上船舶智能检测第三名解决方案
A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.
forex trading with reinforcement learning
Paddle YOLOX, 51.8mAP on COCO val by YOLOX-x, 44.6mAP on YOLOX-s ConvNeXt
ConvNeXt conversion code for PT to TF along with evaluation code on ImageNet-1k val.
Code for the paper "Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models"
New is not always better: a comparison of two image classification networks (ResNet-50 vs ConvNeXt).
Tensorflow implementations of ConvNeXt V1 + V2 models w/ weights, including conversion and evaluation scripts.
Notebooks of pre trained models using the HAM10000 dataset
PyTorch implementation of "Nextformer: A ConvNeXt Augmented Conformer For End-To-End Speech Recognition"
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