tensorflow

疫情期间网民情绪识别比赛baseline，使用BERT进行端到端的fine-tuning，datafountain平台，平台评测F1值0.716。

This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.

BERT Fine-tuning for Aspect Based Sentiment Analysis

This repository uses pretrain BERT embeddings for transfer learning in QA domain

Transformer-based online speech recognition system with TensorFlow 2

Empowering Data Driven insights through hands-on projects, SQL challenges and practical tools.

The Multimodal Sarcasm Detection System detects sarcasm in multimedia content using image-caption generation and NLP. It achieved 1st place in UITC2024 by classifying sarcasm into four categories: image, text, multi sarcasm, and not sarcasm.

MinimalGPT is a concise, adaptable, and streamlined code framework that encompasses the essential components necessary for the construction, training, inference, and fine-tuning of the GPT model. This framework is implemented exclusively using Keras and TensorFlow, ensuring compatibility and coherence within the broader deep learning ecosystem.

Companion repository for the blog article: https://www.endpointdev.com/blog/2019/01/speech-recognition-with-tensorflow/

This repository has been created to keep track of my 5 days progress.

ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection

i have build speech recognition app using mozilla deepspeech

Graph database library that allows you to store, analyze, and search through your data in a graph format. By using the Universal Sentence Encoder, it provides an efficient and semantic approach to handle text data. 📚🧠🚀

🏠 OpenStreetMap, AI import tool for buildings in Poland

Create informative READMEs effortlessly using AI-driven templates with the README Creator powered by Language Model (LLM). Simplify documentation and enhance project communication.

I implement a deep learning network to classify COVID-19 Tweets into 5 categories and 3 categories using DistilBERT (a lighter version of BERT) as an embedding layer along with an LSTM and Dense Layer. I Achieve 65% accuracy with 5 categories and 80% accuracy on 3 categories.

MathBot is a transformer-based Math Word Problem (MWP) solver made as the Lab project for CSE 4622: Machine Learning Lab.

Deep Learning and Computer Vision application for chessboard detection and chess pieces classification.

Official GitHub repository of the lecture "Multimodal Deep Learning for Recommendation", at the 2024 ACM RecSys Summer School

Use Transformers.js from Blazor WebAssembly to run pretrained models with the ONNX Runtime in the browser.