professor98911

image-segmentation-yolov8

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

ml_collections

ML Collections is a library of Python Collections designed for ML use cases.

deep-learning-from-scratch-3

『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

maskrcnn-benchmark

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

ViT-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

lightweight-neural-architecture-search

This is a collection of our zero-cost NAS and efficient vision applications.

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

SENet-PyTorch

SENet

Squeeze-and-Excitation Networks

YOLO-MS

YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-Time Object Detection

mamba

Mamba SSM architecture

CrossViT

Official implementation of CrossViT. https://arxiv.org/abs/2103.14899

medical_seg

slim-neck-by-gsconv

Pytorch implementation of the 'Slim-neck by GSConv: a lightweight-design for real-time detector architectures'

Mamba-UNet

Mamba-UNet Zoo

TransUNet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

Hand-torn_code

PANet

PANet for Instance Segmentation and Object Detection

IP102

IP102: A Large-Scale Benchmark Dataset for Insect Pest Recognition

pykan

Kolmogorov Arnold Networks

yolov10

YOLOv10: Real-Time End-to-End Object Detection

yolov9

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

zotero-style

Ethereal Style for Zotero

zotero

Zotero is a free, easy-to-use tool to help you collect, organize, annotate, cite, and share your research sources.

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors