https://github.com/jacobgil/pytorch-grad-cam

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

class-activation-maps computer-vision deep-learning explainable-ai explainable-ml grad-cam image-classification interpretability interpretable-ai interpretable-deep-learning machine-learning object-detection pytorch score-cam vision-transformers visualizations xai

Last synced: 12 May 2025

https://github.com/dirtyharrylyl/transformer-in-vision

Recent Transformer-based CV and related works.

computer-vision deep-learning multi-modal paper self-attention transformer vision-transformers visual-language

Last synced: 28 Jan 2026

https://github.com/DirtyHarryLYL/Transformer-in-Vision

Recent Transformer-based CV and related works.

computer-vision deep-learning multi-modal paper self-attention transformer vision-transformers visual-language

Last synced: 20 Mar 2025

https://github.com/yuxumin/PoinTr

[ICCV 2021 Oral] PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers

3dvision computer-vision deep-learning iccv2021 pointcloud-completion vision-transformers

Last synced: 20 Mar 2025

https://github.com/raoyongming/DynamicViT

[NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification

computer-vision deep-learning image-classification vision-transformers

Last synced: 08 May 2025

https://github.com/baaivision/uni3d

[ICLR'24 Spotlight] Uni3D: 3D Visual Representation from BAAI

3d-representation-learning foundation-models vision-transformers

Last synced: 05 Apr 2025

https://github.com/NVlabs/FAN

Official PyTorch implementation of Fully Attentional Networks

backbone cityscapes coco corruption deep-learning image-classification imagenet information-bottleneck object-detection out-of-distribution pre-train self-attention semantic-segmentation vision-transformers visual-grouping visual-recognition

Last synced: 19 Jul 2025

https://github.com/baaivision/Uni3D

[ICLR'24 Spotlight] Uni3D: 3D Visual Representation from BAAI

3d-representation-learning foundation-models vision-transformers

Last synced: 20 Mar 2025

https://github.com/microsoft/esvit

EsViT: Efficient self-supervised Vision Transformers

self-supervised-learning vision-transformers

Last synced: 05 Apr 2025

https://github.com/ShirAmir/dino-vit-features

Official implementation for the paper "Deep ViT Features as Dense Visual Descriptors".

co-segmentation computer-vision deep-learning dino part-segmentation pytorch semantic-correspondence vision-transformers

Last synced: 03 Apr 2025

https://github.com/nateraw/huggingpics

🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.

huggingface machine-learning pytorch vision-transformers

Last synced: 05 Apr 2025

https://github.com/picsart-ai-research/semask-segmentation

[NIVT Workshop @ ICCV 2023] SeMask: Semantically Masked Transformers for Semantic Segmentation

ade20k cityscapes coco-stuff-10k pytorch semantic-segmentation semask vision-transformers

Last synced: 09 Apr 2025

https://github.com/lucidrains/metnet3-pytorch

Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch

artificial-intelligence deep-learning unet vision-transformers weather-forecasting

Last synced: 06 Apr 2025

https://github.com/aim-uofa/poseur

[ECCV 2022] The official repo for the paper "Poseur: Direct Human Pose Regression with Transformers".

coco-wholebody human-pose-estimation human36m vision-transformers

Last synced: 22 Jun 2025

https://github.com/georgosgeorgos/few-shot-diffusion-models

Few-Shot Diffusion Models

conditional-generation diffusion-models few-shot-generation generative-models vision-transformers

Last synced: 28 Mar 2025

https://github.com/chinmaynehate/dfspot-deepfake-recognition

Determine whether a given video sequence has been manipulated or synthetically generated

deep-learning deep-neural-networks deepfake-detection-challenge deepfakes deepfakes-classification efficientnet ensemble-learning faceforensics fake-news pytorch siamese-network transfer-learning triplet-loss vision-transformers

Last synced: 04 Oct 2025

https://github.com/zubair-irshad/nerf-mae

[ECCV 2024] Pytorch code for our ECCV'24 paper NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields

3d 3d-deep-learning 3d-detection 3d-unet differentiable-rendering feature-pyramid-network instant-ngp masked-autoencoder multi-view nerf neural-radiance-fields neural-rendering region-proposal-network representation-learning self-supervised-learning semantic-segmantation super-resoluion transformers vision-transformers vit

Last synced: 07 Apr 2025

https://github.com/uncbiag/SegNext

Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts (CVPR 2024)

interactive-image-segmentation segment-anything vision-transformers

Last synced: 24 Jul 2025

https://github.com/vita-group/svite

[NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang

dynamic-sparsity efficient-transformers model-compression pruning sparse-training token-slimming vision-transformers

Last synced: 19 Apr 2025

https://github.com/YifanXu74/Evo-ViT

Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer

computer-vision deep-learning image-classification vision-transformer vision-transformers

Last synced: 03 Oct 2025

https://github.com/udbhavprasad072300/transformer-implementations

Library - Vanilla, ViT, DeiT, BERT, GPT

pytorch transformer-implementations transformers vision-transformers

Last synced: 10 Oct 2025

https://github.com/imageomics/finer-cam

This is an official implementation for Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation. [CVPR'25]

class-activation-maps computer-vision explainable-ai fine-grained-classification saliency-maps vision-transformers visualizations xai

Last synced: 16 Jan 2026

https://github.com/sayakpaul/deit-tf

Includes PyTorch -> Keras model porting code for DeiT models with fine-tuning and inference notebooks.

computer-vision distillation image-recognition imagenet-1k inductive-biases keras tensorflow vision-transformers

Last synced: 30 Apr 2025

https://github.com/sayakpaul/vit-jax2tf

This repository hosts code for converting the original Vision Transformer models (JAX) to TensorFlow.

jax tensorflow tf-hub vision vision-transformers

Last synced: 02 Mar 2026

https://github.com/sayakpaul/deploy-hf-tf-vision-models

This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.

autoscaling docker huggingface keras kubernetes kubernetes-engine locust onnx serverless tensorflow tfserving transformers vertex-ai vision-transformers

Last synced: 30 Apr 2025

https://github.com/kyegomez/visionllama

Implementation of VisionLLaMA from the paper: "VisionLLaMA: A Unified LLaMA Interface for Vision Tasks" in PyTorch and Zeta

ai deep-learning multi-modal vision-models vision-transformers vit

Last synced: 23 Jul 2025

https://github.com/wangkai930418/attndistill

code for our paper "Attention Distillation: self-supervised vision transformer students need more guidance" in BMVC 2022

bmvc knowledge-distillation self-supervised-learning teacher-student-learning vision-transformers

Last synced: 13 Jun 2025

https://github.com/sayakpaul/cait-tf

Implementation of CaiT models in TensorFlow and ImageNet-1k checkpoints. Includes code for inference and fine-tuning.

class-attention deeper-vits image-recognition imagenet-1k self-attention tensorflow vision-transformers

Last synced: 03 Mar 2026

https://github.com/autodistill/autodistill-owl-vit

OWL-ViT module for Autodistill.

autodistill owl-vit vision-transformers

Last synced: 21 Jul 2025

https://github.com/chikap421/videosam

This repository accompanies the paper "VideoSAM: A Large Vision Foundation Model for High-Speed Video Segmentation"

cnn computer-vision multimodal-deep-learning segment-anything-model vision-transformers

Last synced: 24 Jul 2025

https://github.com/mjahmadee/vision_transformers

Vision Transformers

cait image-classification transformer vision-transformer vision-transformers vit

Last synced: 09 Jun 2026

https://github.com/mehmetkahya0/realvision-objectunderstandingai

RealVision: A powerful, real-time object detection and understanding application using Python, OpenCV, and state-of-the-art AI models. Features dual model support (YOLO v8 + MobileNet-SSD), object tracking, performance monitoring, and modern GUI interface.

ai algorithms artificial-intelligence artificial-neural-networks chatgpt claude onnx torch torchvision vision vision-transformer vision-transformers yolo

Last synced: 07 Feb 2026

https://github.com/mr-talhailyas/segmentation-transformer-object-contextual-representations-for-semantic-segmentation-ocr

PyTorch Implementation of OCR (Object-Contextual Representations)

contextual-representations ocr segmentation vision-transformers

Last synced: 05 Apr 2025

https://github.com/nachiket273/vistrans

Implementations of transformers based models for different vision tasks

botnet computer-vision pretrained-models python3 pytorch transformers vision-transformers

Last synced: 05 Jan 2026

https://github.com/andreped/inf1600-ai-workshop

🔥 Workshop in AI Deployment (INF-1600, UiT)

artificial-intelligence demonstration github github-actions gradio huggingface huggingface-spaces image-classification transformers vision-transformers vit web-application

Last synced: 13 Apr 2025

https://github.com/protyayofficial/vision-architectures

A repository containing implementations of famous Vision Architectures over the years

attention-mechanism computer-vision convolutional-neural-networks image-classification image-segmentation pytorch-implementation vision-architectures vision-transformers

Last synced: 30 Jul 2025

https://github.com/kishan9993/empathai-your-emotional-well-being-companion

🌟 Combat loneliness with EmpathAI, your AI emotional companion that offers personalized support to promote mental well-being and connection.

generative-ai hugging-face-transformers huggingface mediapipe opencv pytorch reactive-native-js stable-diffusion vision-transformers

Last synced: 09 Apr 2026

https://github.com/hamidhosen42/enhancing-glaucoma-diagnosis-with-explainable-ai-using-vision-transformers-deep-learning-techniques

This project presents an explainable AI-based glaucoma diagnosis system using deep learning and Vision Transformers (ViTs). Retinal fundus images are preprocessed with techniques like CLAHE and edge detection to enhance feature extraction. Multiple models, including CNN, VGG16/19, InceptionResNetV2, Xception, and ViTs, were evaluated, with ViTs ach

cnn-classification grad-cam vgg16 vgg19 vision-transformers xai

Last synced: 15 Sep 2025

https://github.com/shashvatshah9/3dprinteranomaly

kaggle resnet-18 vision-transformers

Last synced: 19 May 2026

https://github.com/antonio-f/moondream

Testing the Moondream tiny vision model

artificial-intelligence hands-on huggingface-transformers image-captioning image-descriptions language-models running-locally tiny-models tutorial vision-models vision-transformers

Last synced: 30 Mar 2025

https://github.com/raj-tyagi/4clip-image-captioning

This repository presents 4CLIP, a novel approach to image captioning that enhances traditional models by dividing images into four quadrants and processing them individually. By leveraging a pretrained ViT-GPT2 model from Hugging Face, 4CLIP generates more detailed and comprehensive captions, making it suitable for fine-grained visual tasks.

computer-vision deep-learning image-captioning natural-language-processing pretrained-models pytorch quadrant-based-analysis research-based-approaches transformers vision-transformers

Last synced: 16 May 2026