Caleb Sowers's Projects
Images to inference with no labeling (use foundation models to train supervised models).
DETR (resnet-50) module for use with Autodistill. Simple mod to choose CUDA device.
YOLO-NAS module for use with Autodistill.
Custom handlers for various Polli Brain modules
My take on a personal site built atop the al-folio theme.
A jekyll theme inspired by linux consoles for hackers, developers and script kiddies.
Small tool to push a notification or voice an alert when a cool plane is nearby, Requires ADS-B paid API key.
a simple ESP32 NAT Router with some additional features
Fork of esp32cam-rtsp, for adding capability to publish sensor data over MQTT. Dipping my toes into cpp.
Personal branch of fitdistrplus, for experimenting with constrained starting conditons, particularly for Weibull dist.
Site for my mom-- JJekyll theme based on Freelancer Start Bootstrap theme
casual programming. puzzles, generative patterns, adventures with automata..
For use with Google model explorer
Alternating rows on lists with muted colors for dark mode, larger, bolder editing styles; rendered KaTex and Mermaid.
A PyTorch implementation of "MetaFormer: A Unified Meta Framework for Fine-Grained Recognition". A reference PyTorch implementation of “CoAtNet: Marrying Convolution and Attention for All Data Sizes”
A RTSP video server intended for very small CPUs (ESP32 etc)
OpenMMLab Model Deployment Framework
OpenMMLab Detection Toolbox and Benchmark
OpenMMLab Pre-training Toolbox and Benchmark
Hide unsightly frontmatter from embedded notes.
Forking to make some experimental modifications. Will submit anything compelling as a PR to mbelitz/phenesse.
Training a simple XGBoost regressor to evaluate the geographic/temporal plausibility of a given species observation.
Lightweight, highly configurable firmware for biodiversity monitoring with Polli Pods. Designed to be remotely managed by PolliOS.
Documentation for Polli Petals, our open taxonomic models.
Experimental tools for visualizing pollination dynamics, as inferred by Polli.
FastAPI/UIvicorn backend serving data for Polli Dashboard.
RTL8811CU Driver for Raspbian. Trying to hardcode wlan1 interface name for use as secondary network interface.