Developer Profile

Muhammad Rizwan Munawar

@RizwanMunawar

Islamabad Pakistan

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

73 / 100Raw: 712.00

Repository Score

72 / 100Raw: 260.00

PR Score

81 / 100Raw: 1309.00

Contribution Score

37 / 100Raw: 60.00

Score Weight Distribution

finalScore = repoScore * 0.45 + prScore * 0.45 + contributionScore * 0.10

Repository Score (45%)16% of final signal

Pull Request Score (45%)83% of final signal

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1yolov7-object-tracking

stars653

forks175

Python 9700%Jupyter Notebook 300%

Score

#2yolov8-object-tracking

stars373

forks68

Python 9900%Shell 100%

Score

#3yolov7-segmentation

stars343

forks81

Python 9700%Jupyter Notebook 200%Shell 100%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1`ultralytics 8.3.225` New KITTI dataset

in ultralytics/ultralytics

stars on the PR repository61290

+147/-3

Python 10000%

121

Score

#2`ultralytics 8.3.197` New Construction-PPE dataset

in ultralytics/ultralytics

stars on the PR repository61290

+175/-3

Python 10000%

121

Score

#3Unify `circle_label` and `text_label` into `adaptive_label`

in ultralytics/ultralytics

stars on the PR repository61290

+278/-298

Python 10000%

121

Score

Community Contributions

comments

#1Issue

cannot import name 'shape_poly' from 'jax.experimental.jax2tf'

jax-ml/jax

stars36253

comments14

Score

#2Issue

Yolov5 pruning throws error?

ultralytics/yolov5

stars57965

comments5

Score

#3Issue

Inference Demo Colab file not showing results as shown in the paper?

google-deepmind/tapnet

stars1976

comments11

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

300

Merged external PRs counted

300

Own-repo PRs ignored

Unmerged PRs ignored

Unique external repositories

Issues analyzed

External issues counted

Discussions analyzed

External discussions counted

How this score was calculated

View the full scoring methodology with formulas, penalties, and step-by-step flow.

View full methodology