Nitin Tiwari's repositories
Llama3-on-Mobile
This repository is an implementation of quantizing and converting the Llama3-8B-Instruct model weights and deploying it on Android for on-device inference.
TensorFlow.js-Custom-Object-Detection
An E2E custom object detection browser-based application using TensorFlow.js.
Gemma-on-Android
This project is an implementation of fine-tuning the Gemma 2b-it model on a custom dataset and deploy the model on Android.
YOLOv3-Custom-Object-Detection
An E2E tutorial on custom object detection using YOLOv3 with Transfer Learning on Google Colab.
Cartoon-Classification-on-Android-using-TF-Lite
A fun image classification Android app that classifies cartoons using TensorFlow Lite.
FarmScan-using-Gemini
FarmScan: Farmer's Assistance is an implementation of using the Google Pro Vision model API on Android to recognize the freshness of fruits/vegetables, its approximate market value, shelf life, and a lot more insights to help farms plan cultivation/selling of crops better.
Medicine-Scan-with-Gemini
PharmaScan is an Android application that leverages Gemini Pro Vision model to identify medicines and provide their details such as usage, dosage, diagnosis, etc. on-the-go.
TFJS-TFLite-Object-Detection
This repository is an implementation of object detection to detect waste in real-time directly on the browser using the TFJS-TFLite Web API.
Custom-Text-Classification-on-Android-using-TF-Lite
An E2E custom text classification application for Android using TensorFlow Lite.
Fine-tune-IDEFICS-Vision-Language-Model
This repository demonstrates the data preparation and fine-tuning the IDEFICS Vision Language Model.
Stable-DiffusionXL-using-DreamBooth-and-LoRA
This project is an implementation of fine-tuning an SDXL model using DreamBooth and LoRA on custom data of interior rooms to generate designs for your home.
Video-Game-Control-using-Pose-Classification-and-TensorFlow-Lite
An E2E tutorial to create a video game controller by creating a custom pose classifier using TF Lite.
YOLOv3-to-TensorFlow-Lite-Conversion
Convert your pre-trained YOLOv3 models into its corresponding TensorFlow Lite version and test the resulting TF Lite model.
Build-with-AI-Vizag-2024
This repository contains resources for my talk on Gemini & Gemma during Build with AI Vizag 2024.
ML-TFUG-Islamabad
Resources for ML session hosted by TFUG Islamabad.
Gemini-Build-with-AI-Asaba
Resources for Gemini & Gemma talk - GDG Asaba.
Vision-API-on-Google-Cloud-Platform
This repository provides practical demonstrations of Google Cloud Vision API usage for tasks like face detection, object localization, landmark recognition, text detection, etc.
MobileVisionLM
This repository is an implementation of deploying the MiniCPM-V model on Android for on-device inferences for image-based Q&A.
Cloud-Vision-Workshop-TFUG-Prayagraj
Resources for Google Cloud workshop (TFUG Prayagraj) on using the Vision API.
Color-Segmentation-using-TF.js
This repository is an implementation of colour-based segmentation in real-time on the browser using TensorFlow.js
CommunityTalks
Talks given by me at various seminars, workshops and meet-ups.
Gemini-GDG-Prayagraj
Resources for Gemini workshop - GDG Prayagraj
Gemini-Workshop-TFUG-Chandigarh
Resources for session on Gemini (TFUG Chandigarh).
mlc-llm
Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
tfjs
A WebGL accelerated JavaScript library for training and deploying ML models.