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repowiseadith92/Deep-Live-Cam

Commits

Every commit scored for change-risk against this repo's own history, so 'elevated' means elevated here rather than on some global curve.

Needs review

166of 498 scored

166 commits sit in this repo's top risk tercile, which is 33% of the 498scored. The cut is drawn against this codebase's own history rather than a global curve, so a quiet repo still fills its top band, and here it starts at 3.9 out of 10. What pushes a commit up is size and spread together: a large change confined to one area scores below a smaller one scattered across a dozen files.

Fix commits5311%Commits whose subject reads as a bug fix rather than new work.Written by an agent122%Read from commit trailers, so it counts what was declared.Change diffusion0.17bitsShannon entropy of a commit's churn across its files. Zero is a single file, and every extra bit is a doubling of how widely the change spread.Review threshold3.9out of 10Score a commit has to clear to land in this repo's top tercile.

How the work changed shape

Commit categories over time, read off the subject line. Fixes carry the accent because that is the series this chart exists to show.

Consistently other-driven across its history.

Other100%
2%of indexed commits are agent-attributed(12 of 498)
claude (12)

Review-priority queue

Ranked by change-risk, highest first. Priority is a tercile of this repo's own distribution, so a quiet repo still fills its top band.

Commit review-priority queue
#CommitAuthorWhenLinesRiskTop driver
1
f65aeae5Apple Silicon + Windows CUDA perf: 60 FPS pipeline, cross-platform routing
Max Buckleyclaudeassisted
3mo ago+1.4K -277
100%Elevated
more lines added than baseline
2
e616245einitial commit
Kenneth Estanislao
2y ago+2.4K -2
100%Elevated
more lines added than baseline
3
ae2d2145Version 2.0c Release!
Kenneth Estanislao
9mo ago+1.9K -590
99%Elevated
more lines added than baseline
4
6d123821New Fixed UI
KRSHH
1y ago+841 -243
99%Elevated
more lines added than baseline
5
81a1986eChanged to pyqtUI
Kenneth Estanislao
2mo ago+1.3K -1.4K
99%Elevated
more lines added than baseline
6
53fc65caAdded ability to map faces
pereiraroland26@gmail.com
1y ago+590 -36
99%Elevated
more lines added than baseline
7
397c84faAdded ability to map faces
james
1y ago+590 -36
99%Elevated
more lines added than baseline
8
523d8055Adding Drag and Drop feature to Face Mapper and Source and Target
CH. Krish
1y ago+454 -153
98%Elevated
more lines added than baseline
9
e57116defeat: add GPEN-BFR 256 and 512 ONNX face enhancers
Lauri Gatesclaudeassisted
5mo ago+444 -9
98%Elevated
more lines added than baseline
10
07e30fe7Revert "Update face_swapper.py"
Kenneth Estanislao
1y ago+523 -159
98%Elevated
more lines added than baseline
11
c6e00796Merge pull request #588 from KRSHH/main
Kenneth Estanislao
1y ago+626 -321
98%Elevated
more lines added than baseline
12
29c9c119Add Mouth Mask Feature
KRSHH
1y ago+497 -34
98%Elevated
more lines added than baseline
13
df99f6caMerge remote-tracking branch 'parent/experimental' into experimental
Aleksandr Spiridonov
1y ago+422 -169
98%Elevated
more lines added than baseline
14
ea19030cAdd PERFORMANCE.md and REVIEW_TODOS.md
Max Buckleyclaudeassisted
3mo ago+318 -0
97%Elevated
more lines added than baseline
15
69e3fc56Rendering optimization
Kenneth Estanislao
3mo ago+355 -31
97%Elevated
more lines added than baseline
16
5ef255c3Implement mouth mask
KRSHH
1y ago+498 -34
97%Elevated
more lines added than baseline
17
fd4e3f54reverted to the old version
Kenneth Estanislao
1y ago+321 -624
97%Elevated
more lines added than baseline
18
4067d24cFix Popup Live width
KRSHH
1y ago+308 -204
97%Elevated
more lines added than baseline
19
f0ec0744GPU Accelerated OpenCV
Kenneth Estanislao
5mo ago+329 -49
96%Elevated
more lines added than baseline
20
16c1b449Revert "recommit webcam option"
Kenneth Estanislao
1y ago+317 -64
96%Elevated
more lines added than baseline
21
eab5ba70Merge pull request #293 from vic4key/experimental
Kenneth Estanislao
1y ago+366 -154
96%Elevated
more lines added than baseline
22
c7258250Adding Pygrabber as Cam manager
KRSHH
1y ago+254 -61
95%Elevated
more lines added than baseline
23
9bf2080aRevert "Merge pull request #588 from KRSHH/main"
Kenneth Estanislao
1y ago+321 -626
95%Elevated
more lines added than baseline
24
674f5848UI Change
K
1y ago+221 -180
95%Elevated
more lines added than baseline
25
21c029f5Optimization added
Kenneth Estanislao
5mo ago+207 -42
95%Elevated
more lines added than baseline
26
b38831dfRevert "Merge pull request #868 from kier007/main"
Kenneth Estanislao
1y ago+204 -156
95%Elevated
more lines added than baseline
27
5812ef3cWebcam selection
KRSHH
1y ago+194 -580
95%Elevated
more lines added than baseline
28
5bcd6dabUpdate ui.py
Kenneth Estanislao
1y ago+204 -308
95%Elevated
more lines added than baseline
29
3c8b259aSome edits on the UI
Kenneth Estanislao
4mo ago+177 -186
94%Elevated
more lines added than baseline
30
5b0bf735use onnx on face enhancer
Kenneth Estanislao
5mo ago+282 -118
94%Elevated
more lines added than baseline
31
104d8cf4Update face_swapper.py
Kenneth Estanislao
1y ago+159 -523
94%Elevated
more lines added than baseline
32
9c67a7aafixed poisson blend
Kenneth Estanislao
2mo ago+157 -29
93%Elevated
more lines added than baseline
33
2f29d323Merge pull request #592 from KRSHH/main
Kenneth Estanislao
1y ago+243 -165
93%Elevated
more lines added than baseline
34
e5c29749UI Redone
K
1y ago+137 -22
93%Elevated
more lines added than baseline
35
03fb6bf6Update readme.md with Windows 11 WSL2 Ubuntu tutorial for Webcams
underlines
1y ago+142 -0
93%Elevated
more lines added than baseline
36
69d863b4Revert "Merge remote-tracking branch 'parent/experimental' into experimental"
Kenneth Estanislao
1y ago+169 -422
93%Elevated
more lines added than baseline
37
890a6d41onnx_optimize: widen scalar Gather indices for CoreML EP
Max Buckley
3mo ago+132 -10
93%Elevated
more lines added than baseline
38
22abb8c2Revert "Merge pull request #293 from vic4key/experimental"
Kenneth Estanislao
1y ago+154 -366
93%Elevated
more lines added than baseline
39
bcdd0ce2Apple Silicon performance: 1.5 → 10+ FPS (zero quality loss)
Max Buckleyclaudeassisted
3mo ago+140 -74
92%Elevated
more lines added than baseline
40
5132f86cadd mutil language
qitian
1y ago+119 -41
92%Elevated
more lines added than baseline
41
f1e36579Updated README, (Images - TBU)
KRSHH
1y ago+120 -97
92%Elevated
more lines added than baseline
42
b2295454Update README.md
KRSHH
1y ago+117 -96
92%Elevated
more lines added than baseline
43
069fcf99Add files via upload
Thepathakarpit
1y ago+112 -0
92%Elevated
more lines added than baseline
44
e340b0dafeat(ui): add hover tooltips to all controls
Lauri Gatesclaudeassisted
5mo ago+98 -0
91%Elevated
more lines added than baseline
45
22940d1bUpdate ui.py
Makaru
1y ago+93 -143
91%Elevated
more lines added than baseline
46
ea7bbd49Revert "Merge pull request #592 from KRSHH/main"
Kenneth Estanislao
1y ago+165 -243
91%Elevated
more lines added than baseline
47
5ab00388Revert "Merge pull request #592 from KRSHH/main"
Kenneth Estanislao
1y ago+165 -243
91%Elevated
more lines added than baseline
48
5deadaf4fix(face): reuse pre-detected face list
zuyua9
2mo ago+104 -6
90%Elevated
more lines added than baseline
49
fbcea9e1fix(face-mask): guard create_face_mask against None frame
gujishh
3mo ago+111 -1
90%Elevated
more lines added than baseline
50
fbd1cc59docs: add AMD DML optimization notes to README
ozp3
4mo ago+86 -61
90%Elevated
more lines added than baseline
  • f65aeae5Apple Silicon + Windows CUDA perf: 60 FPS pipeline, cross-platform routing
    Author
    Max Buckley
    When
    3mo ago
    Lines
    +1.4K -277
    Risk
    100%Elevated
  • e616245einitial commit
    Author
    Kenneth Estanislao
    When
    2y ago
    Lines
    +2.4K -2
    Risk
    100%Elevated
  • ae2d2145Version 2.0c Release!
    Author
    Kenneth Estanislao
    When
    9mo ago
    Lines
    +1.9K -590
    Risk
    99%Elevated
  • 6d123821New Fixed UI
    Author
    KRSHH
    When
    1y ago
    Lines
    +841 -243
    Risk
    99%Elevated
  • 81a1986eChanged to pyqtUI
    Author
    Kenneth Estanislao
    When
    2mo ago
    Lines
    +1.3K -1.4K
    Risk
    99%Elevated
  • 53fc65caAdded ability to map faces
    Author
    pereiraroland26@gmail.com
    When
    1y ago
    Lines
    +590 -36
    Risk
    99%Elevated
  • 397c84faAdded ability to map faces
    Author
    james
    When
    1y ago
    Lines
    +590 -36
    Risk
    99%Elevated
  • 523d8055Adding Drag and Drop feature to Face Mapper and Source and Target
    Author
    CH. Krish
    When
    1y ago
    Lines
    +454 -153
    Risk
    98%Elevated
  • e57116defeat: add GPEN-BFR 256 and 512 ONNX face enhancers
    Author
    Lauri Gates
    When
    5mo ago
    Lines
    +444 -9
    Risk
    98%Elevated
  • 07e30fe7Revert "Update face_swapper.py"
    Author
    Kenneth Estanislao
    When
    1y ago
    Lines
    +523 -159
    Risk
    98%Elevated
  • c6e00796Merge pull request #588 from KRSHH/main
    Author
    Kenneth Estanislao
    When
    1y ago
    Lines
    +626 -321
    Risk
    98%Elevated
  • 29c9c119Add Mouth Mask Feature
    Author
    KRSHH
    When
    1y ago
    Lines
    +497 -34
    Risk
    98%Elevated
  • df99f6caMerge remote-tracking branch 'parent/experimental' into experimental
    Author
    Aleksandr Spiridonov
    When
    1y ago
    Lines
    +422 -169
    Risk
    98%Elevated
  • ea19030cAdd PERFORMANCE.md and REVIEW_TODOS.md
    Author
    Max Buckley
    When
    3mo ago
    Lines
    +318 -0
    Risk
    97%Elevated
  • 69e3fc56Rendering optimization
    Author
    Kenneth Estanislao
    When
    3mo ago
    Lines
    +355 -31
    Risk
    97%Elevated
  • 5ef255c3Implement mouth mask
    Author
    KRSHH
    When
    1y ago
    Lines
    +498 -34
    Risk
    97%Elevated
  • fd4e3f54reverted to the old version
    Author
    Kenneth Estanislao
    When
    1y ago
    Lines
    +321 -624
    Risk
    97%Elevated
  • 4067d24cFix Popup Live width
    Author
    KRSHH
    When
    1y ago
    Lines
    +308 -204
    Risk
    97%Elevated
  • f0ec0744GPU Accelerated OpenCV
    Author
    Kenneth Estanislao
    When
    5mo ago
    Lines
    +329 -49
    Risk
    96%Elevated
  • 16c1b449Revert "recommit webcam option"
    Author
    Kenneth Estanislao
    When
    1y ago
    Lines
    +317 -64
    Risk
    96%Elevated
  • eab5ba70Merge pull request #293 from vic4key/experimental
    Author
    Kenneth Estanislao
    When
    1y ago
    Lines
    +366 -154
    Risk
    96%Elevated
  • c7258250Adding Pygrabber as Cam manager
    Author
    KRSHH
    When
    1y ago
    Lines
    +254 -61
    Risk
    95%Elevated
  • 9bf2080aRevert "Merge pull request #588 from KRSHH/main"
    Author
    Kenneth Estanislao
    When
    1y ago
    Lines
    +321 -626
    Risk
    95%Elevated
  • 674f5848UI Change
    Author
    K
    When
    1y ago
    Lines
    +221 -180
    Risk
    95%Elevated
  • 21c029f5Optimization added
    Author
    Kenneth Estanislao
    When
    5mo ago
    Lines
    +207 -42
    Risk
    95%Elevated
  • b38831dfRevert "Merge pull request #868 from kier007/main"
    Author
    Kenneth Estanislao
    When
    1y ago
    Lines
    +204 -156
    Risk
    95%Elevated
  • 5812ef3cWebcam selection
    Author
    KRSHH
    When
    1y ago
    Lines
    +194 -580
    Risk
    95%Elevated
  • 5bcd6dabUpdate ui.py
    Author
    Kenneth Estanislao
    When
    1y ago
    Lines
    +204 -308
    Risk
    95%Elevated
  • 3c8b259aSome edits on the UI
    Author
    Kenneth Estanislao
    When
    4mo ago
    Lines
    +177 -186
    Risk
    94%Elevated
  • 5b0bf735use onnx on face enhancer
    Author
    Kenneth Estanislao
    When
    5mo ago
    Lines
    +282 -118
    Risk
    94%Elevated
  • 104d8cf4Update face_swapper.py
    Author
    Kenneth Estanislao
    When
    1y ago
    Lines
    +159 -523
    Risk
    94%Elevated
  • 9c67a7aafixed poisson blend
    Author
    Kenneth Estanislao
    When
    2mo ago
    Lines
    +157 -29
    Risk
    93%Elevated
  • 2f29d323Merge pull request #592 from KRSHH/main
    Author
    Kenneth Estanislao
    When
    1y ago
    Lines
    +243 -165
    Risk
    93%Elevated
  • e5c29749UI Redone
    Author
    K
    When
    1y ago
    Lines
    +137 -22
    Risk
    93%Elevated
  • 03fb6bf6Update readme.md with Windows 11 WSL2 Ubuntu tutorial for Webcams
    Author
    underlines
    When
    1y ago
    Lines
    +142 -0
    Risk
    93%Elevated
  • 69d863b4Revert "Merge remote-tracking branch 'parent/experimental' into experimental"
    Author
    Kenneth Estanislao
    When
    1y ago
    Lines
    +169 -422
    Risk
    93%Elevated
  • 890a6d41onnx_optimize: widen scalar Gather indices for CoreML EP
    Author
    Max Buckley
    When
    3mo ago
    Lines
    +132 -10
    Risk
    93%Elevated
  • 22abb8c2Revert "Merge pull request #293 from vic4key/experimental"
    Author
    Kenneth Estanislao
    When
    1y ago
    Lines
    +154 -366
    Risk
    93%Elevated
  • bcdd0ce2Apple Silicon performance: 1.5 → 10+ FPS (zero quality loss)
    Author
    Max Buckley
    When
    3mo ago
    Lines
    +140 -74
    Risk
    92%Elevated
  • 5132f86cadd mutil language
    Author
    qitian
    When
    1y ago
    Lines
    +119 -41
    Risk
    92%Elevated
  • f1e36579Updated README, (Images - TBU)
    Author
    KRSHH
    When
    1y ago
    Lines
    +120 -97
    Risk
    92%Elevated
  • b2295454Update README.md
    Author
    KRSHH
    When
    1y ago
    Lines
    +117 -96
    Risk
    92%Elevated
  • 069fcf99Add files via upload
    Author
    Thepathakarpit
    When
    1y ago
    Lines
    +112 -0
    Risk
    92%Elevated
  • e340b0dafeat(ui): add hover tooltips to all controls
    Author
    Lauri Gates
    When
    5mo ago
    Lines
    +98 -0
    Risk
    91%Elevated
  • 22940d1bUpdate ui.py
    Author
    Makaru
    When
    1y ago
    Lines
    +93 -143
    Risk
    91%Elevated
  • ea7bbd49Revert "Merge pull request #592 from KRSHH/main"
    Author
    Kenneth Estanislao
    When
    1y ago
    Lines
    +165 -243
    Risk
    91%Elevated
  • 5ab00388Revert "Merge pull request #592 from KRSHH/main"
    Author
    Kenneth Estanislao
    When
    1y ago
    Lines
    +165 -243
    Risk
    91%Elevated
  • 5deadaf4fix(face): reuse pre-detected face list
    Author
    zuyua9
    When
    2mo ago
    Lines
    +104 -6
    Risk
    90%Elevated
  • fbcea9e1fix(face-mask): guard create_face_mask against None frame
    Author
    gujishh
    When
    3mo ago
    Lines
    +111 -1
    Risk
    90%Elevated
  • fbd1cc59docs: add AMD DML optimization notes to README
    Author
    ozp3
    When
    4mo ago
    Lines
    +86 -61
    Risk
    90%Elevated
Showing 50 of 498 commits

How the score behaves here

Change risk →

Two views of the same model: where the cuts fall, and what commit shape lands you above them.

Score distribution

Every scored commit, binned on the raw 0 to 10 score rather than the percentile. Percentile ranks are uniform by construction, so that axis has no shape to draw. The dashed lines are the tercile cuts behind each row's priority pill.

0107typical ↑elevated ↑0.05.010.0Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

The 200 most recent commits, on their own recency sample rather than the feed above: that defaults to risk-sorted, so reusing it would plot only the top tercile and call it the spread. Big and scattered is what the model penalises. Click a dot to open it.

1101001,000Lines changed (log) →0.03.1Diffusion →
Below typical70
Typical56
Elevated74

Commit history for adith92/Deep-Live-Cam

Repowise tracks change history across 34 files in adith92/Deep-Live-Cam. In the last 90 days 20 files were touched, 86 times in total, most often face_swapper.py. Every commit is scored for change risk from its size, spread and the history of the files it touches.