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aind-nlp-bookworm

A simple question-answering system built using IBM Watson's NLP services.

clip

Contrastive Language-Image Pretraining

clip_prefix_caption

Simple image captioning model

clipcap

Using pretrained encoder and language models to generate captions from multimedia inputs.

clipcaptcha

A Tool for Impersonating CAPTCHA Providers

com.unity.perception

Perception toolkit for sim2real training and validation in Unity

custom_stable_diffusion

dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

decision-tree-viz

A python library for decision tree visualization and model interpretation.

deep-clustering-kingdra

Official implementation of ICLR 2020 paper Unsupervised Clustering using Pseudo-semi-supervised Learning

deep-head-pose

:fire::fire: Deep Learning Head Pose Estimation using PyTorch.

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

detecto

Build fully-functioning computer vision models with PyTorch

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

esn_mackey-glass

espcn-pytorch

A PyTorch implementation of ESPCN based on CVPR 2016 paper Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network.

extremelearningmachine-timeseries

ffvt-1

The official PyTorch implementation of Feature Fusion Vision Transformer for Fine-Grained Visual Categorization (BMVC 2021).

film-similarity-nlp-with-kmeans-hierarchical-clustering

Used NLP techniques (tokenization, stemming, vectorization for TF-IDF) and clustering algorithms (Kmeans and Hierarchical clustering) to mine the "similarities" between films based on their plots provided by IMBD and Wikipedia. The dataset contains the titles of the top 100 movies on IMDb.

firemarshal

Software workload management tool for RISC-V based SoC research. This is the default workload management tool for Chipyard and FireSim.

firesim

FireSim: Easy-to-use, Scalable, FPGA-accelerated Cycle-accurate Hardware Simulation in the Cloud

flaskmicroserver

send files and form data to a flask microserver for remote data processing

githubrest

gpt-ocr

gpt2-news-classifier

A Streamlit app running GPT-2 language model for text classification, built with Pytorch, Transformers and AWS SageMaker.

hands-on-python-deep-learning-for-web

Hands-On Python Deep Learning for Web by Anubhav Singh and Sayak Paul

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

imageobjectdetection

built off Detecto, Pytorch and Faster R-CNN ResNet-50