rsomani95

shot-type-classifier

Detecting cinema shot types using a ResNet-50

shot-boundary-detection

There's a good amount of literature on shot boundary detection, and there's a multitude of techniques that work successfully for hard-cuts, and more modern techniques like neural networks for fades/dissolves, wipes, etc. In this repository, I survey and implement/use tools to detect cuts with different kinds of content.

videoutils

Read videos using OpenCV with ease.

icevision

End-to-End Object Detection Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

icevision-training-scripts

jupyter-custom-theme

video-classification

Exploring and understanding existing open-source video-classification tools and models

CenterNet2

Two-stage CenterNet

cinnet

client

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Detic

Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".

fastai

The fastai deep learning library, plus lessons and tutorials

fastai2

Temporary home for fastai v2 while it's being developed

fastcore

Python supercharged for the fastai library

fastinference

A collection of inference modules for fastai2

graphene-django-query-optimizer

Automatically optimize SQL queries in Graphene-Django schemas.

icedata

IceData: Datasets Hub for the *IceVision* Framework

jupyter-custom-themes

Custom themes I've built/modified for Jupyter Notebooks. Place files in ~/.jupyter/custom/

kornia

Open Source Differentiable Computer Vision Library for PyTorch

ml-ane-transformers

Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)

mmdetection

OpenMMLab Detection Toolbox and Benchmark

moment_detr

[NeurIPS 2021] Moment-DETR code and QVHighlights dataset

obsidian-ursa

"Ursa" light and dark theme for Obsidian.md

os_utilities

Convenience file system utilites

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

synopsis.github.io

Minimal Mistakes GitHub Pages site starter

TransNetV2

TransNet V2: Shot Boundary Detection Neural Network

upyog

vision

Datasets, Transforms and Models specific to Computer Vision

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite