femdev (@femdev) - STEMGeeks

femdev

Antwerpen, Belgium

Software developer from Antwerpen. When I am not coding I am cycling along the Schelde or hunting for the best koffiekoeken in town. She/her.

about 18 hours ago

Learn Creative Coding (#103) - Mini-Project: ML-Powered Interactive Installation Learn Creative Coding (#103) - Mini-Project: ML-Powered Interactive Installation At the end of last episode I told you to bring your webcam, your mic, and an idea for a room you'd like to

16

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26.740 STEM

2 days ago

Learn Creative Coding (#102) - Embeddings and Similarity Learn Creative Coding (#102) - Embeddings and Similarity Last episode I left you on a cliffhanger. We were doing audio, and I kept coming back to this one idea: once you turn a sound into

14

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25.939 STEM

4 days ago

Learn Creative Coding (#101) - ML Audio: Speech and Sound Recognition Learn Creative Coding (#101) - ML Audio: Speech and Sound Recognition Last episode we trained our own models in Teachable Machine. We pointed a webcam at our hands and taught a network to te

29

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12.089 STEM

5 days ago

Learn Creative Coding (#100) - Training Custom Models with Teachable Machine Learn Creative Coding (#100) - Training Custom Models with Teachable Machine Last episode we generated images from nothing. GANs took random noise vectors and produced photographs of people

12

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26.363 STEM

6 days ago

Learn Creative Coding (#99) - GANs: Creating Images from Nothing Learn Creative Coding (#99) - GANs: Creating Images from Nothing Last episode we taught a neural network to translate between image domains. Pix2Pix took edge drawings and turned them into

19

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25.741 STEM

7 days ago

Learn Creative Coding (#98) - Pix2Pix: Sketch to Image Learn Creative Coding (#98) - Pix2Pix: Sketch to Image Last episode we turned webcam feeds into paintings. Style transfer took the content from one image and the rendering from another an

13

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4.228 STEM

8 days ago

Learn Creative Coding (#97) - Style Transfer: Painting with Neural Networks Learn Creative Coding (#97) - Style Transfer: Painting with Neural Networks Last episode we got deep into image classification -- not just the flat "what is it" label, but the full confidenc

17

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27.116 STEM

9 days ago

Learn Creative Coding (#96) - Image Classification for Art Learn Creative Coding (#96) - Image Classification for Art Four episodes ago we loaded our first ML model -- MobileNet image classification through ml5.js. Feed a video frame, get back a la

14

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26.931 STEM

10 days ago

Learn Creative Coding (#95) - Face Mesh and Expression Learn Creative Coding (#95) - Face Mesh and Expression Two episodes ago we tracked the body as a skeleton -- 17 keypoints from nose to ankles. Last episode we zoomed into the hands -- 21 keyp

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23.918 STEM

11 days ago

Learn Creative Coding (#94) - Hand Tracking and Gesture Learn Creative Coding (#94) - Hand Tracking and Gesture Last episode we tracked the body as a whole -- 17 keypoints from nose to ankles, mapped to particles, trails, colors, gestures. Pose d

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4.249 STEM