Show HN: Visualize ResNet Embeddings with UMAP https://ift.tt/Rzv9DId

Show HN: Visualize ResNet Embeddings with UMAP I took my personal backup (mostly family photos, some random scans, etc), extracted the embeddings from ResNet (pen-ultimate layer activations), and then plotted them with the UMAP algorithm and bokeh library This was a one-afternoon learning exercise while doing the awesome Fast AI course. The results are quite fun. ResNet returns 512 feature and UMAP maps those features into 2D plane, preserving distances as much as possible. The outliers show that the embeddings "make sense", clustering the images that are similar to other ones in the cluster, and different from those outside the cluster. https://ift.tt/3JFVWxe February 6, 2023 at 04:15AM

Gaming companies ping MeitY against IAMAI’s note on draft rules

The gaming companies wrote that IAMAI’s statement is not aligned with the view of the gaming firms and that they weren’t consulted before issuing the said statement on such a contentious issue.

from Tech-Economic Times
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Show HN: An experimental project, Particle Animation App, developed using OpenGL https://ift.tt/YfRybVe

Show HN: An experimental project, Particle Animation App, developed using OpenGL https://ift.tt/JGth9ya February 6, 2023 at 06:34AM

Show HN: WordPies – guess the word before time runs out https://ift.tt/x9rh5qW

Show HN: WordPies – guess the word before time runs out https://wordpies.com February 5, 2023 at 10:14PM

Show HN: Indie World – Discover and follow creators from all platforms https://ift.tt/Vyj8Xqw

Show HN: Indie World – Discover and follow creators from all platforms https://indieworld.io/ February 6, 2023 at 03:34AM

India ranks third in world 'startup' ecosystem: Union minister Anurag Thakur

​​​The Minister for Information and Broadcasting, and Youth Affairs and Sports was speaking at the valedictory function of 36th Inter-University North Zone Youth Festival (Antarnaad) under the aegis of Association of Indian Universities (AIU) at the Jammu University.

from Tech-Economic Times
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7th Pay Commission: Central Govt Employees Likely To See Hike In Their Salary After Holi, Say Reports

The minimum salary is expected to see a rise from Rs 18,000 to Rs 26,000 for central government employees as fitment factor might increase after Holi next month

from Top Business News- News18.com
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