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@mirrash7 • 2,389 subscribers

Computer Vision @Roboflow || 3D animation || Project Management

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Curious about what a AI actually "sees" when it watches sport? -Player skeletons -Ball trails -Court geometry All reconstructed from data points alone!

Curious about what a AI actually "sees" when it watches sport? -Player skeletons -Ball trails -Court geometry All reconstructed from data points alone!

539,318 views

My latest computer vision project - Tennis🎾 Featuring: -Player, ball, racquet detection -Player poses -Exclusion zones to kill false positives -Interpolation and smoothing for clean ball trails All running at over 30FPS!

My latest computer vision project - Tennis🎾 Featuring: -Player, ball, racquet detection -Player poses -Exclusion zones to kill false positives -Interpolation and smoothing for clean ball trails All running at over 30FPS!

487,258 views

Tennis AI detections are advancing! All shots are now detected automatically: -Forehand -Backhand -Volley No manual labelling & 100% accuracy on this clip 👀👀

Tennis AI detections are advancing! All shots are now detected automatically: -Forehand -Backhand -Volley No manual labelling & 100% accuracy on this clip 👀👀

235,159 views

Full tennis match analysis system all running on computer vision with a single camera: -Automatic hit + bounce detection -Forehand/backhand/volley classification -Player pose estimation -Court homography The future of sports analytics is automated 🎾🏓

Full tennis match analysis system all running on computer vision with a single camera: -Automatic hit + bounce detection -Forehand/backhand/volley classification -Player pose estimation -Court homography The future of sports analytics is automated 🎾🏓

183,501 views

RF-DETR Keypoints also introduces per-joint uncertainty zones Small dot = high confidence, big blob = higher uncertainty

RF-DETR Keypoints also introduces per-joint uncertainty zones Small dot = high confidence, big blob = higher uncertainty

67,659 views

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HOI-DETR (Hand-Object Interaction) is a new zero-shot framework that integrates hand-object and object-object interaction -Hand + tool detections -Interaction links (+secondary object) Huge for robotics training 🔥🔥
0:38
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HOI-DETR (Hand-Object Interaction) is a new zero-shot framework that integrates hand-object and object-object interaction -Hand + tool detections -Interaction links (+secondary object) Huge for robotics training 🔥🔥

mirrash.eth 🦇🔊

300,988 views • 1 month ago

Added occlusion handling to my ball tracking pipeline ⚽️ Now a ball can't just disappear mid-play - Predicts position using velocity when ball is hidden - Merges broken tracks Tested on a longer video - the heatmap effect is very satisfying ♨️
0:28
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Added occlusion handling to my ball tracking pipeline ⚽️ Now a ball can't just disappear mid-play - Predicts position using velocity when ball is hidden - Merges broken tracks Tested on a longer video - the heatmap effect is very satisfying ♨️

mirrash.eth 🦇🔊

25,001 views • 5 months ago

Touch detection is working 🙌 When the ball changes direction near a player = touch counted : - Live touch counter per ball - Shot speed -1st touch distance
0:23
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Touch detection is working 🙌 When the ball changes direction near a player = touch counted : - Live touch counter per ball - Shot speed -1st touch distance

mirrash.eth 🦇🔊

21,245 views • 5 months ago

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