evanshlom Goto Github PK

aws-s3-upload-load

Upload video file to AWS S3 storage and load video from S3. Your own video file required.

azure-databricks-mlflow-server

Trained 52 ML Regression Models, Registered Model with MLflow, Deployed to Server Endpoint, Tested API Requests

cluster_tool_public

Machine learning web app that democratizes distance-based clustering with a simple Excel upload template

deployed-ai-fine-tuned

Mistral AI fine-tuned with documents dataset and deployed with Streamlit website

detectron2-demo

detectron2-panoptic-segmentation-video

Detectron2 panoptic segmentation demo, video and image.

detectron2_seg_streamlit

Fork of streamlit_pytorch_detectron2 by syalanuj

django-demo

dscodegpt

Chat bot website for data science code suggestions based on questions you ask

dsgpt

Ask common python libraries anything! Powered by ChatGPT.

geometrical-design-within-virtual-reality

flower of life made with transparent spheres

get-private-llm

download local language model from huggingface. Your own api key is required

metagpt-app

Dashboard metadata chatbot for executive officers to retrieve information and guidance to desired information, for corporation with many dashboards, using data dictionaries to connect source information among all dashboards.

pyspark_ml_sprint

quicky sunday hackathon from training and serializing a model to streamlit script for machine learning web app development and deployment

pytorch-nn-classification-validation

Sequential neural network with PyTorch for image classification of FMNIST dataset, trained and validated over 30 epochs using 1200 image batch size.

pytorch-nn-image-classification

Sequential Model using PyTorch

pytorch-tuning-neural-network

Compared optimizers and learning rates of PyTorch neural network for image classification.

robobrain

Framework for developing productive and intelligent robot solutions

tensorflow-cert-prep-assignments

Python notebooks for the course I'm taking: Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

wav-to-melspectrogram

Visualize music with 4 methods using librosa, including melodic spectrogram.

wav-to-spectrogram

Music spectrogram demo with librosa: convert audio file to image file aka spectrogram.

xgboost-multivariate-forecasting

Model training, testing, serialization and blind forecasting with XGBoost and lambda regularization.

yolov5-fork

Forked yolov5-pytorch for project using thermal vision object detection

yolov8-detection

YOLOv8 object detection on image

yolov8-image-object-counter

Detected coco classes in an image then started a dataframe from the resulting labels.txt to count detections of each class in the image.

yolov8-video-people-counter

Detect people in video then aggregate detections by frame into dataframe and return relevant statistics about numbers of people detected during video.