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ai-notes

notes for software engineers getting up to speed on new AI developments. Serves as datastore for lspace.swyx.io writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

alpacadatacleaned

Alpaca dataset from Stanford, cleaned and curated

baize-chatbot

Let ChatGPT teach your own chatbot in hours with a single GPU!

bottom-up-attention-tf

Tensorflow implementation of "Bottom-up and Top-down attention for VQA" (TF v. 1.13)

chatgpt-retrieval-plugin

chatllama

ChatLLaMA 📢 Open source implementation for LLaMA-based ChatGPT runnable in a single GPU. 15x faster training process than ChatGPT

cider

python codes for CIDEr - Consensus-based Image Caption Evaluation

cisip-fire

Fast Image Retrieval (FIRe) is an open source image retrieval project release by Center of Image and Signal Processing Lab (CISiP Lab), Universiti Malaya. This project implements most of the major binary hashing methods to date, together with different popular backbone networks and public datasets.

clip

Contrastive Language-Image Pretraining

coco-caption-py3

coco-dataset-explorer

Streamlit tool to explore coco datasets

comic-compact-image-captioning-with-attention

COMIC: This is the code repo of our TMM2019 work titled "COMIC: Towards a Compact Image Captioning Model with Attention".

comic-pretrained-captioning-models

Pre-trained checkpoints for COMIC models.

controlnet

Let us control diffusion models!

cryptocode

A simple, easy to use python library that encrypts and decrypts strings.

dedup-text-dataset

Dedup and postprocessing for text dataset.

demo-docker-streamlit

document-scanner-opencv-ws

A demo API for document detection and extraction using OpenCV, WebSocket, FastAPI and Docker.

gpt-4-llm

Instruction Tuning with GPT-4

gpt-colabs

hh-rlhf

Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"

image-duplicate-detection-using-deep-networks

A simple Python 3 code for duplicate image detection, using deep CNNs as backbone.

imgbox

keras-applications

Reference implementations of popular deep learning models.

llama

Inference code for LLaMA models

malaysian-dataset

Text corpus for Malaysian, https://malaya.readthedocs.io/en/latest/Dataset.html

moses

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

mscoco-caption-explorer

Streamlit UI tool for exploring MS-COCO captions

object_relation_transformer

Implementation of the Object Relation Transformer for Image Captioning

personal-finance-calculators

Personal finance calculators for Malaysians