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Applied Scientist Intern @microsoft | Grad Student @ucsb | Ex - @amazon-science, @Google | Kaggle Grandmaster @Kaggle | Ex - BUET | Ex - @wandb
artifact. [ICIP 2023] ArtiFact: A Large-Scale Dataset with Artificial (Fake) and Factual (Real) Images for Generalizable and Robust Synthetic Image Detection
82sonics. [ICLR 2025] SONICS: Synthetic Or Not - Identifying Counterfeit Songs
51flickr-dataset. Download flickr8k, flickr30k image caption datasets
46TransUNet-tf. Tensorflow Implementation of TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
41bbox. Utilities for object detection
28gcvit-tf. Tensorflow 2.0 Implementation of GCViT: Global Context Vision Transformer
28tensorflow_extra. TensorFlow GPU & TPU compatible operations: MelSpectrogram, TimeFreqMask, CutMix, MixUp, ZScore, and more
18detect-fake-text. LLM - Detect AI Generated Text || Identify which essay was written by a large language model
17audio_classification_models. Tensorflow Audio Classification Models
13CovXNet. 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
11sfr-covid19-detection. Best Student Team & 4th Place solution of SIIM-FISABIO-RSNA COVID-19 Detection || Identify and localize COVID-19 abnormalities on chest radiographs
8pii-data-detection. The Learning Agency Lab - PII Data Detection || Develop automated techniques to detect and remove PII from educational data.
7vip-cup-2022. IEEE Video & Image Processing Cup 2022: Synthetic Image Detection Challenge
4yolov5-wandb. YOLOv5 🚀 in PyTorch > ONNX > CoreML / WandB > TFLite
4hms-hbac. HMS - Harmful Brain Activity Classification || Classify seizures and other patterns of harmful brain activity in critically ill patients
3synatt. Syn-Att: Synthetic Speech Attribution via Semi-Supervised Unknown Multi-Class Ensemble of CNNs
3mldl-i. MLDL-I: Machine Learning and Deep Learning - I || Offered course at IRAB
3great-barrier-reef-pubic. TensorFlow - Help Protect the Great Barrier Reef | Detect crown-of-thorns starfish in underwater image data
3birdclef-2023. BirdCLEF 2023 || Identify bird calls in soundscapes
3llm-science-exam. Kaggle - LLM Science Exam || Use LLMs to answer difficult science questions
3lmsys. LMSYS - Chatbot Arena Human Preference Predictions | Predicting Human Preferences in the Wild
2segmentation_models_stem. Python
2rsna-breast-cancer-detection. RSNA Screening Mammography Breast Cancer Detection || Find breast cancers in screening mammograms
2deep-chimpact-1st-place-solution. Deep Chimpact: Depth Estimation for Wildlife Conservation || 1st Place Solution
2sartorius-cell-segment. Sartorius - Cell Instance Segmentation || Detect single neuronal cells in microscopy images
2efficientnet-spec. Python
2vinbigdata-cxr-abnormalities-detection. VinBigData Chest X-ray Abnormalities Detection || Localize and classify thoracic abnormalities from chest radiographs
1eee310-communication-systems-i. EEE 310: Communication Systems I Laboratory || Design of BPSK and ASK Modulator and Demodulator with MatLab Simulink
1cse452-computer-networks. CSE 452 Computer Networking
1llm-prompt-recovery. LLM Prompt Recovery - Find the prompt used in LLM to transform a given text
1automated-essay-scoring-2. Automated Essay Scoring 2.0 | Improve upon essay scoring algorithms to improve student learning outcomes
1vip-cup-2021. IEEE VIP Cup 2021 - Privacy-Preserving In-Bed Human Pose Estimation
1keras_cv_attention_models. Keras attention models including botnet,CoaT,CoAtNet,CMT,cotnet,halonet,resnest,resnext,resnetd,volo,mlp-mixer,resmlp,gmlp,levit,nfnets
1ai-math-olympiad. AI Mathematical Olympiad - Progress Prize 1 | Solve national-level math challenges using artificial intelligence models
1seti-bl-et-signal-search. SETI Breakthrough Listen - E.T. Signal Search || Find extraterrestrial signals in data from deep space
1audioset. Toolkit for downloading and processing Google's AudioSet dataset.
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