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A game theoretic approach to explain the output of any machine learning model.

Jupyter Notebook 23,171 3,310 Updated Jan 3, 2025

Model interpretability and understanding for PyTorch

Python 5,009 504 Updated Dec 31, 2024

tensorrt for yolo series (YOLOv11,YOLOv10,YOLOv9,YOLOv8,YOLOv7,YOLOv6,YOLOX,YOLOv5), nms plugin support

Python 961 163 Updated Dec 29, 2024

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Python 4,786 1,036 Updated Aug 21, 2024

A Simple Baseline for BEV Perception

Python 514 79 Updated Aug 28, 2023

⚡ A newly designed ultra lightweight anchor free target detection algorithm, weight only 250K parameters, reduces the time consumption by 10% compared with yolo-fastest, and the post-processing is …

Python 783 135 Updated Mar 16, 2023

An easy-to-use federated learning platform

Python 297 51 Updated Aug 23, 2023

View model summaries in PyTorch!

Python 2,651 124 Updated Dec 26, 2024

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

Jupyter Notebook 13,517 4,238 Updated Aug 19, 2024

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

Python 3,166 536 Updated Dec 26, 2023

CVPR 2024 论文和开源项目合集

18,656 2,618 Updated Jul 4, 2024

Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

Python 1,237 179 Updated Jan 2, 2025

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

Jupyter Notebook 5,742 1,043 Updated Aug 7, 2024

Implementation of popular deep learning networks with TensorRT network definition API

C++ 7,109 1,789 Updated Dec 6, 2024

[CVPR 2022 Oral] Crafting Better Contrastive Views for Siamese Representation Learning

Python 286 27 Updated Jun 27, 2022

yolov5 + csl_label.(Oriented Object Detection)(Rotation Detection)(Rotated BBox)基于yolov5的旋转目标检测

Python 1,863 430 Updated Oct 13, 2023

Count the MACs / FLOPs of your PyTorch model.

Python 4,926 529 Updated Jul 8, 2024

This repo contain ML & DL XAI methods.

Jupyter Notebook 20 1 Updated May 26, 2022

A hyperparameter optimization framework

Python 11,167 1,053 Updated Dec 30, 2024

Official PyTorch implementation of Fully Attentional Networks

Python 471 28 Updated Mar 31, 2023

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

Python 8,764 1,505 Updated Jun 26, 2024

I tried to apply the CAM algorithm to YOLOv4 and it worked.

Python 61 8 Updated Apr 17, 2021

This is the person reid project of the AIA object detection class.

Jupyter Notebook 7 Updated Apr 20, 2022

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Jupyter Notebook 37,888 5,997 Updated Aug 18, 2024

Supercharge Your Model Training

Python 5,220 429 Updated Jan 3, 2025

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

Python 3,126 482 Updated Nov 18, 2023

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。

Jupyter Notebook 6,373 2,231 Updated Sep 23, 2020

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Python 14,442 1,656 Updated Jan 3, 2025

這是 Will 保哥在 2013 第 6 屆 iT 邦幫忙鐵人賽年度大獎的得獎著作【30 天精通 Git 版本控管】,歡迎大家 fork 我,如果有看見任何文字勘誤,也歡迎利用 pull request 來通知我修正,謝謝!

4,022 2,000 Updated Dec 22, 2024
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