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James Adams's Projects

pytorch-ssd icon pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

sbpy icon sbpy

A Python package for small bodies research

segment_deeplab icon segment_deeplab

This project describes the use of TensorFlow's DeepLab v3 for semantic segmentation.

setup.py icon setup.py

📦 A Human's Ultimate Guide to setup.py.

spark-xarray icon spark-xarray

This is an experimental project that seeks to integrate PySpark and xarray for Climate Data Analysis.

tfod_ssd icon tfod_ssd

Usage of the TensorFlow object detection API for training an SSD model using transfer learning with a custom dataset

tfrecord-viewer icon tfrecord-viewer

TFRecord Viewer for browsing contents of TFRecords with object detection/classification annotations.

video_utils icon video_utils

Video clip extraction and storage to AWS S3 buckets using boto3

vod_convert icon vod_convert

Python modules and scripts for conversion between popular visual object detection annotation formats.

water_balance icon water_balance

Python implementation of a parsimonious water balance model.

whylogs icon whylogs

Profile and monitor your ML data pipeline end-to-end , Join us in slack @ http://join.slack.whylabs.ai/

yolov3 icon yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

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