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Muhammad Ferjad Naeem's Projects

3dczsl icon 3dczsl

3DCZSL with DeCompositional Consensus @ ECCV2022

aiml-2018 icon aiml-2018

Artificial Intelligence and Machine Learning 2018 - SEECS - Dr Faisal Shafait

clever icon clever

The Curious Layperson: Fine-Grained Image Recognition without Expert Labels (BMVC 2021 best student paper)

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

doc_utils icon doc_utils

A document processing pipeline example to perform OCR, data extraction and document type classification.

fgsm_pytorch icon fgsm_pytorch

Implements Fast Gradient Sign Method proposed by Goodfellow et al.

i2dformer icon i2dformer

Code for CVPR23 Highlight "I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification" and NeurIPS2022 "I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification"

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

rolo icon rolo

ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking

taskmodularnets icon taskmodularnets

A set of neural network modules, which are small fully connected layers operating in semantic concept space. These modules are configured through a gating function conditioned on the task to produce features representing the compatibility between the input image and the concept under consideration.

tlstm icon tlstm

A tensorflow implementation of popular library CLSTM and OCROPY line reader

vrl_wiki_dataset icon vrl_wiki_dataset

Wikipedia articles with labels for 'Detecting Visually Relevant Sentences for Fine-Grained Classification'

x-clip icon x-clip

A concise but complete implementation of CLIP with various experimental improvements from recent papers

zest icon zest

Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization

zsl_pp_cvpr17 icon zsl_pp_cvpr17

Code for the paper CVPR‘17 “Zero Shot Learning from Noisy Text Description at Part Precision”

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