awsaf49/mldl-i

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awsaf49/mldl-i

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MLDL-I: Machine Learning and Deep Learning - I || Offered course at IRAB

artifact

[ICIP 2023] ArtiFact: A Large-Scale Dataset with Artificial (Fake) and Factual (Real) Images for Generalizable and Robust Synthetic Image Detection

TransUNet-tf

Tensorflow Implementation of TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

bbox

Utilities for object detection

gcvit-tf

Tensorflow 2.0 Implementation of GCViT: Global Context Vision Transformer

Jupyter Notebook

tensorflow_extra

TensorFlow GPU & TPU compatible operations: MelSpectrogram, TimeFreqMask, CutMix, MixUp, ZScore, and more

detect-fake-text

LLM - Detect AI Generated Text || Identify which essay was written by a large language model

Jupyter Notebook

audio_classification_models

Tensorflow Audio Classification Models

Jupyter Notebook

CovXNet

A Multi-Dilation Convolutional Neural Network for Automatic COVID-19 and Other Pneumonia Detection from Chest X-ray Images with Transferable Multi-Receptive Feature Optimization

sfr-covid19-detection

Best Student Team & 4th Place solution of SIIM-FISABIO-RSNA COVID-19 Detection || Identify and localize COVID-19 abnormalities on chest radiographs

pii-data-detection

The Learning Agency Lab - PII Data Detection || Develop automated techniques to detect and remove PII from educational data.

Jupyter Notebook

flickr-dataset

Download flickr8k, flickr30k image caption datasets

synatt

Syn-Att: Synthetic Speech Attribution via Semi-Supervised Unknown Multi-Class Ensemble of CNNs

great-barrier-reef-pubic

TensorFlow - Help Protect the Great Barrier Reef | Detect crown-of-thorns starfish in underwater image data

Jupyter Notebook

llm-science-exam

Kaggle - LLM Science Exam || Use LLMs to answer difficult science questions

Jupyter Notebook

vip-cup-2022

IEEE Video & Image Processing Cup 2022: Synthetic Image Detection Challenge

rsna-breast-cancer-detection

RSNA Screening Mammography Breast Cancer Detection || Find breast cancers in screening mammograms

Jupyter Notebook

segmentation_models_stem

birdclef-2023

BirdCLEF 2023 || Identify bird calls in soundscapes

Jupyter Notebook

sartorius-cell-segment

Sartorius - Cell Instance Segmentation || Detect single neuronal cells in microscopy images

Jupyter Notebook

efficientnet-spec

deep-chimpact-1st-place-solution

Deep Chimpact: Depth Estimation for Wildlife Conservation || 1st Place Solution

lmsys

LMSYS - Chatbot Arena Human Preference Predictions | Predicting Human Preferences in the Wild

Jupyter Notebook

hms-hbac

HMS - Harmful Brain Activity Classification || Classify seizures and other patterns of harmful brain activity in critically ill patients

Jupyter Notebook

vinbigdata-cxr-abnormalities-detection

VinBigData Chest X-ray Abnormalities Detection || Localize and classify thoracic abnormalities from chest radiographs

Jupyter Notebook

cse452-computer-networks

CSE 452 Computer Networking

seti-bl-et-signal-search

SETI Breakthrough Listen - E.T. Signal Search || Find extraterrestrial signals in data from deep space

Jupyter Notebook

llm-prompt-recovery

LLM Prompt Recovery - Find the prompt used in LLM to transform a given text

eee310-communication-systems-i

EEE 310: Communication Systems I Laboratory || Design of BPSK and ASK Modulator and Demodulator with MatLab Simulink

automated-essay-scoring-2

Automated Essay Scoring 2.0 | Improve upon essay scoring algorithms to improve student learning outcomes

Jupyter Notebook