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Research: evaluate on-device model quantization (INT8/FP16) for Apple Neural Engine deployment

machine-learning

performance

research

Status: Open.

#9 In saitarrun/DeepGesture;

· saitarrun opened on Jun 12, 2026

Add gesture confidence threshold + ambiguity rejection to prevent mis-fires

enhancementNew feature or requestNew feature or request

reliability

Status: Open.

#8 In saitarrun/DeepGesture;

· saitarrun opened on Jun 12, 2026

macOS Sonoma compatibility: migrate from deprecated CGEvent API to ScreenCaptureKit + AccessibilityKit

bugSomething isn't workingSomething isn't working

compatibility

macos

Status: Open.

#7 In saitarrun/DeepGesture;

· saitarrun opened on Jun 12, 2026

Build gesture recording + dataset labeling CLI for custom training data

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

tooling

Status: Open.

#6 In saitarrun/DeepGesture;

· saitarrun opened on Jun 12, 2026

Performance: profile and eliminate CPU bottleneck in gesture pipeline — target 60fps

optimization

performance

Status: Open.

#5 In saitarrun/DeepGesture;

· saitarrun opened on Jun 12, 2026

Multi-hand support: track and classify gestures from two hands simultaneously

enhancementNew feature or requestNew feature or request

feature

Status: Open.

#4 In saitarrun/DeepGesture;

· saitarrun opened on Jun 12, 2026

Replace MLP classifier with transformer-based gesture encoder for sequence modeling

enhancementNew feature or requestNew feature or request

machine-learning

research

Status: Open.

#3 In saitarrun/DeepGesture;

· saitarrun opened on Jun 12, 2026

Implement temporal smoothing with Kalman filter to reduce landmark jitter

enhancementNew feature or requestNew feature or request

machine-learning

performance

Status: Open.

#2 In saitarrun/DeepGesture;

· saitarrun opened on Jun 12, 2026

Add support for custom gesture mappings via config file

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#1 In saitarrun/DeepGesture;

· saitarrun opened on Jun 12, 2026