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Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)
🖤 Create and share beautiful images of your source code
Curated list of awesome works on unsupervised object localization in 2D images.
Official implementation of MOST: Multiple object localization with self-supervised transformers published at ICCV 2023
Weakly Supervised Object Localization Papers
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gan…
OpenMMLab Detection Toolbox and Benchmark
links to conference publications in graph-based deep learning
Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Learning Open-World Object Proposals without Learning to Classify
[CVPR 2023] Official Pytorch code for Unknown Sniffer for Object Detection: Don’t Turn a Blind Eye to Unknown Objects
Official code for ICCV 2023 Paper: AlignDet: Aligning Pre-training and Fine-tuning in Object Detection.
[NeurIPS 2022] The official implementation of "Learning to Discover and Detect Objects".
Code release for "Cut and Learn for Unsupervised Object Detection and Instance Segmentation" and "VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation"
Pytorch implementation of LOST unsupervised object discovery method
Documentation for Ross Wightman's timm image model library
pytorch, SAFF, Self-Attention-Based Deep Feature Fusion for Remote Sensing Scene Classification,
Unofficial implementation for [ECCV'22] "Exploring Plain Vision Transformer Backbones for Object Detection"
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型
Awesome-LLM: a curated list of Large Language Model