3.2 KiB
PyExpo 2023 Master Class on AI
By Navaneeth Malingan
Artificial Intelligence
- Computer Vision
- Image Classification
- Object Detection
- Activity Recognition
- Text2Image (Image Generation)
- Image2Text (Image Captioning)
- OCR (Optical Character Recognition)
- Natural Language Processing
- Voice2Text
- Text2Voice
- Language Translation
- Text Sentiment Analysis
- Text Auto Correct
- Text Generation - Auto Complete
- Sentence Similarity
Teachable Machine
Train a computer to recognize your own images, sounds, & poses. A fast, easy way to create machine learning models for your sites, apps, and more – no expertise or coding required.
Sorting Marshmallows with AI: Using Coral + Teachable Machine
Edge Impulse
Edge Impulse is the leading development platform for machine learning on edge devices, free for developers and trusted by enterprises.
https://www.edgeimpulse.com/case-studies
Check out here👇for example projects
https://www.edgeimpulse.com/blog
Huggingface
Table Question Answering
TAPAS, the model learns an inner representation of the English language used in tables and associated texts, which can then be used to extract features useful for downstream tasks such as answering questions about a table, or determining whether a sentence is entailed or refuted by the contents of a table.
https://huggingface.co/tasks/table-question-answering
https://huggingface.co/Meena/table-question-answering-tapas
Movie Dataset Question & Answering 👇
Voice2Text Notebook 👇
Stable Diffusion for Image Generation
Stable Diffusion is a latent text-to-image diffusion model capable of generating photo-realistic images given any text input.
https://huggingface.co/CompVis/stable-diffusion-v1-4
Image Generation Notebook 👇
Image Captioning
https://huggingface.co/nlpconnect/vit-gpt2-image-captioning
Roboflow
Python Webcam Inference Examples
https://github.com/roboflow/roboflow-api-snippets/tree/main/Python/webcam