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Deformable ConvNets V2 (DCNv2) in PyTorch

Cuda 1,455 231 Updated Nov 18, 2022

Official implementation of the CVPR 2024 paper ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions.

Python 262 18 Updated Jan 21, 2025

Implementation of ACER and A3C in PyTorch.

Python 4 2 Updated Jul 23, 2022

Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。

1,812 163 Updated Jan 16, 2025

Official implementation of CVPR'24 paper 'Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts'.

Python 157 20 Updated Sep 3, 2024

detectron2 windows build

Python 223 55 Updated Jun 18, 2021

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Python 11,019 1,586 Updated Jan 19, 2025
Python 83 11 Updated Aug 30, 2023

[CVPR 2023] Official implementation of the paper "Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR"

Python 189 15 Updated Jun 1, 2023

Official implementation of "Segment Any Anomaly without Training via Hybrid Prompt Regularization (SAA+)".

Jupyter Notebook 765 76 Updated Dec 20, 2023

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

Python 2,430 439 Updated Jul 31, 2024

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

Python 2,354 268 Updated Jul 31, 2024

Official code for Conformer: Local Features Coupling Global Representations for Visual Recognition

Jupyter Notebook 560 88 Updated Oct 31, 2021

BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training

Python 394 25 Updated Oct 23, 2024

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.

Python 1,832 380 Updated Apr 9, 2023

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Python 14,220 2,088 Updated Jul 24, 2024

Training a number of models to classify Fighting vs Non Fighting Images.

Jupyter Notebook 6 1 Updated Jul 12, 2023

pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

Python 740 169 Updated Jan 13, 2021

This is a simple demo to demonstrate how to perfrom GradCAM on the detectron2 models and it's API

Python 27 5 Updated Dec 21, 2021
Jupyter Notebook 30 7 Updated Sep 13, 2021

PyTorch ,ONNX and TensorRT implementation of YOLOv4

Python 4,497 1,498 Updated Jun 19, 2024

Official Pytorch implementation of CutMix regularizer

Python 1,225 158 Updated Sep 16, 2020

An implementation of feature visualizer for pytorch tensor, based on Matplotlib.

Python 6 1 Updated Sep 3, 2022

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020

Python 586 73 Updated Nov 24, 2020

Multiple Object Tracker, Based on Hungarian algorithm + Kalman filter.

C++ 2,225 653 Updated Jan 20, 2025

A Tensorflow implementation of Spatial Transformer Networks.

Python 992 266 Updated Jun 2, 2018

Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search

Cuda 150 27 Updated Sep 23, 2020

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

Python 3,415 653 Updated Aug 23, 2024
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