YunYang1994/TensorFlow2.0-Examples

Yolov3 slow?

Open

#2 opened on Jul 12, 2019

View on GitHub
 (8 comments) (0 reactions) (0 assignees)Jupyter Notebook (662 forks)github user discovery
good first issue

Repository metrics

Stars
 (1,702 stars)
PR merge metrics
 (No merged PRs in 30d)

Description

with video_demo.py about 20% speed compared to your 1.0 repo. but thanks much for sharing!

Contributor guide

Research direction
Compare the video demo.py in this repo with the one in the 1.0 repo to identify changes that caused the speed drop. Profile the script to find the bottleneck, paying attention to TensorFlow ops and loops.
Tech stack
pythontensorflow
Domain
backendmachine learning
Issue type
Performance
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
PythonTensorFlow
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
55