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SAM3 video tracking is so good yesterday: collect data, train custom object detector, use tracker to estimate object motion - days today: track anything with text prompt - seconds

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SkalskiP

50,623 subscribers

709,225 görüntüleme • 11 ay önce •via X (Twitter)

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Object tracking with FastSAM using Ultralytics Python package 🎉💪 FASTSAM-s model is employed for real-time object detection, combined with botsort object tracking to further boost performance. 🐻 Code link 👇 #FastSAM #MachineLearning #Research
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Object tracking with FastSAM using Ultralytics Python package 🎉💪 FASTSAM-s model is employed for real-time object detection, combined with botsort object tracking to further boost performance. 🐻 Code link 👇 #FastSAM #MachineLearning #Research

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Object Detection + Tracking (ID + Trails) using YOLOv8 on custom dataset. Github Repo: Youtube Video Tutorial:
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Object Detection + Tracking (ID + Trails) using YOLOv8 on custom dataset. Github Repo: Youtube Video Tutorial:

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Object detection + tracking + counting using Ultralytics YOLO26 🚀 👉 Object detection tells you what is in a scene. 👉 Tracking follows each object across video frames. 👉 Counting turns those movements into actionable data. YOLO26 delivers fast, accurate detections, while multi-object tracking maintains unique identities across frames. Add configurable counting lines or regions to measure entries, exits, directional movement, and other real-world traffic metrics. #vehicles #MachineLearning #Highway
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Object detection + tracking + counting using Ultralytics YOLO26 🚀 👉 Object detection tells you what is in a scene. 👉 Tracking follows each object across video frames. 👉 Counting turns those movements into actionable data. YOLO26 delivers fast, accurate detections, while multi-object tracking maintains unique identities across frames. Add configurable counting lines or regions to measure entries, exits, directional movement, and other real-world traffic metrics. #vehicles #MachineLearning #Highway

Muhammad Rizwan Munawar

16,069 görüntüleme • 3 ay önce

there's no catch; SAM3 is open source and really good one of the things it does really well is object tracking, even in crazy complex scenes like basketball probably my favorite computer vision model ever
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there's no catch; SAM3 is open source and really good one of the things it does really well is object tracking, even in crazy complex scenes like basketball probably my favorite computer vision model ever

SkalskiP

1,480,319 görüntüleme • 5 ay önce

Football players detection + tracking using Ultralytics YOLO26 ⚽️ It took me 30 minutes to train the YOLO26 model on a custom dataset using Ultralytics Platform. Later, I used the object tracker (Bytetrack) for tracking the players; tracking could be improved further, and I am working on it this week. More info 👇 #soccer #football #MachineLearning
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Football players detection + tracking using Ultralytics YOLO26 ⚽️ It took me 30 minutes to train the YOLO26 model on a custom dataset using Ultralytics Platform. Later, I used the object tracker (Bytetrack) for tracking the players; tracking could be improved further, and I am working on it this week. More info 👇 #soccer #football #MachineLearning

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Adding keyframes to the 3D feature tracking shows that the object in the Pentagon's PR043 UFO video is consistent with a ~13 cm diameter object moving in level flight at 20 knots. Or any number of faster, larger objects. So maybe a bird, or a balloon.
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Adding keyframes to the 3D feature tracking shows that the object in the Pentagon's PR043 UFO video is consistent with a ~13 cm diameter object moving in level flight at 20 knots. Or any number of faster, larger objects. So maybe a bird, or a balloon.

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New trackers released by Ultralytics 😍 botsort, bytetrack, ocsort, deepocsort, fasttrack, and tracktrack. Object tracking tells you which object is which across frames. I recently tested the newly released trackers in this demo. Here's what I found. 👇 #tracker #MachineLearning #Research
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New trackers released by Ultralytics 😍 botsort, bytetrack, ocsort, deepocsort, fasttrack, and tracktrack. Object tracking tells you which object is which across frames. I recently tested the newly released trackers in this demo. Here's what I found. 👇 #tracker #MachineLearning #Research

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🚀 Framer Motion 11.11 introduces object animations. animate() can now accept and animate *any* object. Be it Three.js Object3Ds, Pixi.js Graphics... anything. You can even mix different object types and HTML/SVG elements within animation sequences.
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🚀 Framer Motion 11.11 introduces object animations. animate() can now accept and animate *any* object. Be it Three.js Object3Ds, Pixi.js Graphics... anything. You can even mix different object types and HTML/SVG elements within animation sequences.

Matt Perry

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An object in motion stays in motion
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An object in motion stays in motion

tallyberry

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If you're working with Blender and Marvelous Designer and noticing some weird normal shading, its most likely due to Custom Split Normals. In your Object Data Properties, navigate to Geometry Data and clear the custom split normals data that was imported to resolve it.
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If you're working with Blender and Marvelous Designer and noticing some weird normal shading, its most likely due to Custom Split Normals. In your Object Data Properties, navigate to Geometry Data and clear the custom split normals data that was imported to resolve it.

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Rear tracking shot, text-to-video, and AI-generated sound with Kling 2.1. Master Made in Kling AI Prompt below👇
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Rear tracking shot, text-to-video, and AI-generated sound with Kling 2.1. Master Made in Kling AI Prompt below👇

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smart parking demo - RF-DETR - license plate detection - OC-SORT - multi-object tracking - GLM-OCR - reading license plates on Monday I showed you trackers, yesterday GLM-OCR, today I'm putting everything together
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smart parking demo - RF-DETR - license plate detection - OC-SORT - multi-object tracking - GLM-OCR - reading license plates on Monday I showed you trackers, yesterday GLM-OCR, today I'm putting everything together

SkalskiP

26,206 görüntüleme • 8 ay önce

Same viral video, but with a whole new look! Using Viggle AI's object remake feature, I swapped the original object while keeping the motion, camera angles, and timing perfectly intact. Have you tried ViggleAI yet?
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Same viral video, but with a whole new look! Using Viggle AI's object remake feature, I swapped the original object while keeping the motion, camera angles, and timing perfectly intact. Have you tried ViggleAI yet?

Kevin

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5 seconds before… what is that? **slowed down and scrubbed to see the object trajectory**
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5 seconds before… what is that? **slowed down and scrubbed to see the object trajectory**

Charliesangels47

220,665 görüntüleme • 4 ay önce

🚨 Meta introduces Segment Anything Model 2 (SAM 2) — the first unified model for real-time, promptable object segmentation in images & videos. 🚀SAM 2 is available today under Apache 2.0 so that anyone can use it to build their own experiences ➡️
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🚨 Meta introduces Segment Anything Model 2 (SAM 2) — the first unified model for real-time, promptable object segmentation in images & videos. 🚀SAM 2 is available today under Apache 2.0 so that anyone can use it to build their own experiences ➡️

Zhengzhong Tu

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It took me 2 days to create this motion video AI generated it in minutes with one prompt.
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It took me 2 days to create this motion video AI generated it in minutes with one prompt.

Marv

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Today I learnt that you can: - use arrow keys to move an object - use < and > to rotate - use Page Up and Down to move an object up and down I LOVE THE PEOPLE WHO MADE THIS A THING. Kisses for you 😘😘😘 #WoWHousing
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Today I learnt that you can: - use arrow keys to move an object - use < and > to rotate - use Page Up and Down to move an object up and down I LOVE THE PEOPLE WHO MADE THIS A THING. Kisses for you 😘😘😘 #WoWHousing

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