Ismat Samadov

ismatsamadov

AI & ML interests

None yet

Recent Activity

updated a Space about 17 hours ago

ismatsamadov/monthly_spending_prediction

published a Space about 17 hours ago

ismatsamadov/monthly_spending_prediction

updated a dataset 20 days ago

ismatsamadov/azerbaijan-court-data

View all activity

Organizations

None yet

ismatsamadov 's collections 4

Production ML Systems

End-to-end production ML systems: RAG chatbot for SOCAR (OCR + LLM + vector DB), FastAPI NER service deployed on Fly.io with Docker.

Running

Agents

Azerbaijani Ner Demo

🔤

NER demo for Azerbaijani language using XLM-RoBERTa
Sleeping

Agents

Chest Cancer Detection

🫁

DenseNet121 model for chest CT scan cancer detection
ismatsamadov/Named_Entity_Recognition

Token Classification • Updated Mar 19
Running

Agents

Tree Disease Detector Demo

🌳

YOLOv8 tree disease detection from aerial UAV imagery

Computer Vision Projects

Object detection and image classification: crop disease YOLOv8, chest CT cancer DenseNet121, tree disease from aerial UAV imagery.

ismatsamadov/crop_desease_detection

Object Detection • Updated Mar 19 • 1
Sleeping

Agents

Chest Cancer Detection

🫁

DenseNet121 model for chest CT scan cancer detection
Running

Agents

Tree Disease Detector Demo

🌳

YOLOv8 tree disease detection from aerial UAV imagery

Handwriting Recognition & OCR

Handwriting recognition systems: CNN-BiLSTM-CTC trained on IAM (CER 12.95%), Azerbaijani document OCR dataset.

ismatsamadov/handwriting-recognition-iam

Updated Mar 19
ismatsamadov/handwriting_recognition

Image-to-Text • Updated Mar 19

Azerbaijani NLP Suite

Complete NLP toolkit for Azerbaijani language: 4 NER models benchmarked, GPT language model, and live demos.

ismatsamadov/xlm-roberta-az-ner

Token Classification • 0.3B • Updated Mar 19 • 28
ismatsamadov/xlm_roberta_large_az_ner

Token Classification • Updated Mar 19 • 6
ismatsamadov/mbert-az-ner

Token Classification • 0.2B • Updated Mar 19 • 14 • 1
ismatsamadov/azeri-turkish-bert-ner

Token Classification • 0.1B • Updated Mar 19 • 8

Production ML Systems

End-to-end production ML systems: RAG chatbot for SOCAR (OCR + LLM + vector DB), FastAPI NER service deployed on Fly.io with Docker.

Running

Agents

Azerbaijani Ner Demo

🔤

NER demo for Azerbaijani language using XLM-RoBERTa
Sleeping

Agents

Chest Cancer Detection

🫁

DenseNet121 model for chest CT scan cancer detection
ismatsamadov/Named_Entity_Recognition

Token Classification • Updated Mar 19
Running

Agents

Tree Disease Detector Demo

🌳

YOLOv8 tree disease detection from aerial UAV imagery

Handwriting Recognition & OCR

Handwriting recognition systems: CNN-BiLSTM-CTC trained on IAM (CER 12.95%), Azerbaijani document OCR dataset.

ismatsamadov/handwriting-recognition-iam

Updated Mar 19
ismatsamadov/handwriting_recognition

Image-to-Text • Updated Mar 19

Computer Vision Projects

Object detection and image classification: crop disease YOLOv8, chest CT cancer DenseNet121, tree disease from aerial UAV imagery.

ismatsamadov/crop_desease_detection

Object Detection • Updated Mar 19 • 1
Sleeping

Agents

Chest Cancer Detection

🫁

DenseNet121 model for chest CT scan cancer detection
Running

Agents

Tree Disease Detector Demo

🌳

YOLOv8 tree disease detection from aerial UAV imagery

Azerbaijani NLP Suite

Complete NLP toolkit for Azerbaijani language: 4 NER models benchmarked, GPT language model, and live demos.

ismatsamadov/xlm-roberta-az-ner

Token Classification • 0.3B • Updated Mar 19 • 28
ismatsamadov/xlm_roberta_large_az_ner

Token Classification • Updated Mar 19 • 6
ismatsamadov/mbert-az-ner

Token Classification • 0.2B • Updated Mar 19 • 14 • 1
ismatsamadov/azeri-turkish-bert-ner

Token Classification • 0.1B • Updated Mar 19 • 8

Ismat Samadov

AI & ML interests

Recent Activity

Organizations

ismatsamadov 's collections 4

Azerbaijani Ner Demo

Chest Cancer Detection

Tree Disease Detector Demo

Chest Cancer Detection

Tree Disease Detector Demo

Azerbaijani Ner Demo

Chest Cancer Detection

Tree Disease Detector Demo

Chest Cancer Detection

Tree Disease Detector Demo