mmaaz60

EdgeNeXt

[CADL'22, ECCVW] Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications".

mvits_for_class_agnostic_od

[ECCV'22] Official repository of paper titled "Class-agnostic Object Detection with Multi-modal Transformer".

ssl_for_fgvc

Self-Supervised Learning for Fine-Grained Image Categorization

mdef_detr

object_detection_in_aerial_images

The repository contains the code for Object Detection in Aerial Images (iSAID dataset) using Faster RCNN and scale-aware data augmentation (SA-AutoAug).

darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

mobilevit

AutoGPT

An experimental open-source attempt to make GPT-4 fully autonomous.

detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

Detic

Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".

Facial_Keypoints_Detection

Facial Keypoints detection using CNN modified from https://github.com/udacity/P1_Facial_Keypoints

groundingLMM

Grounding Large Multimodal Model (GLaMM), the first-of-its-kind model capable of generating natural language responses that are seamlessly integrated with object segmentation masks [CVPR 2024].

Intriguing-Properties-of-Vision-Transformers

Official repository for "Intriguing Properties of Vision Transformers" (NeurIPS 2021--Spotlight)

LLaVA-pp

🔥🔥 LLaVA++: Extending LLaVA with Phi-3 and LLaMA-3 (LLaVA LLaMA-3, LLaVA Phi-3)

LLaVA-pp-HF-Demo

MaxViT

PyTorch reimplementation of the paper "MaxViT: Multi-Axis Vision Transformer" [arXiv 2022].

mdetr

mmaaz60

mmaaz60.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

multimodal-prompt-learning

Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".

notes

✎ Distraction-free notes and writing

object-centric-ovd

Official repository of paper titled "Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection".

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

Solving_ImageNet

Official PyTorch implementation of the paper: "Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results" (2022)

SwiftFormer

SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications

unetr_plus_plus

UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation

Video-ChatGPT

ViFi-CLIP

[CVPR 2023] Official repository of paper titled "Fine-tuned CLIP models are efficient video learners".

Yolov3

This repository contains training and inference pipelines for Object Detection model yolov3.