Viewing enriched Twitter post
This means, at inference time you can pass in the image at any resolution, and the ONNX model will resize it automatically into the size that the model expects. This has 2 benefits. - Less custom code on for ONNX inference. - Inference time speedup https://t.co/pnz1wCbKmC
{
"media": [
{
"type": "photo",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1910231133327126673/media_0.png?",
"filename": "media_0.png"
}
],
"processed_at": "2025-08-15T23:24:08.463720",
"pipeline_version": "2.0"
}{
"type": "tweet",
"id": "1910231133327126673",
"url": "https://x.com/dicksonneoh7/status/1910231133327126673",
"twitterUrl": "https://twitter.com/dicksonneoh7/status/1910231133327126673",
"text": "This means, at inference time you can pass in the image at any resolution, and the ONNX model will resize it automatically into the size that the model expects. \n\nThis has 2 benefits.\n- Less custom code on for ONNX inference.\n- Inference time speedup \n\nhttps://t.co/pnz1wCbKmC",
"source": "Twitter for iPhone",
"retweetCount": 0,
"replyCount": 1,
"likeCount": 0,
"quoteCount": 0,
"viewCount": 89,
"createdAt": "Thu Apr 10 07:19:27 +0000 2025",
"lang": "en",
"bookmarkCount": 0,
"isReply": true,
"inReplyToId": "1910231130323738681",
"conversationId": "1910231095440036055",
"displayTextRange": [
0,
276
],
"inReplyToUserId": "778865535329050625",
"inReplyToUsername": "dicksonneoh7",
"author": {
"type": "user",
"userName": "dicksonneoh7",
"url": "https://x.com/dicksonneoh7",
"twitterUrl": "https://twitter.com/dicksonneoh7",
"id": "778865535329050625",
"name": "Dickson Neoh 🚀",
"isVerified": false,
"isBlueVerified": false,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1517096658240081921/YuPWFtF5_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/778865535329050625/1652517625",
"description": "",
"location": "Malaysia",
"followers": 1033,
"following": 1244,
"status": "",
"canDm": true,
"canMediaTag": true,
"createdAt": "Thu Sep 22 07:56:29 +0000 2016",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 4190,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 118,
"statusesCount": 726,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"1850575856038719822"
],
"profile_bio": {
"description": "🚀 I share bite-size practical machine learning deployment tips |\n💡 Current Projects👉 https://t.co/ClHoj7uDia |\n🎉 My best Tweets👉 https://t.co/2YzTSSRucv",
"entities": {
"description": {
"urls": [
{
"display_url": "rebrand.ly/dnthworks",
"expanded_url": "http://rebrand.ly/dnthworks",
"indices": [
85,
108
],
"url": "https://t.co/ClHoj7uDia"
},
{
"display_url": "rebrand.ly/dnthtweets",
"expanded_url": "http://rebrand.ly/dnthtweets",
"indices": [
129,
152
],
"url": "https://t.co/2YzTSSRucv"
}
]
},
"url": {
"urls": [
{
"display_url": "dicksonneoh.com",
"expanded_url": "https://dicksonneoh.com",
"indices": [
0,
23
],
"url": "https://t.co/j7AutKo3nt"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {},
"card": {
"binding_values": [
{
"key": "photo_image_full_size_large",
"value": {
"image_value": {
"height": 419,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=jpg&name=800x419",
"width": 800
}
}
},
{
"key": "thumbnail_image",
"value": {
"image_value": {
"height": 150,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=jpg&name=280x150",
"width": 265
}
}
},
{
"key": "description",
"value": {
"string_value": "Supercharge your PyTorch image models with ONNX Runtime and TensorRT. Learn step-by-step techniques to achieve up to 8x faster inference speeds, enabling real-time performance for computer vision..."
}
},
{
"key": "domain",
"value": {
"string_value": "dicksonneoh.com"
}
},
{
"key": "thumbnail_image_large",
"value": {
"image_value": {
"height": 320,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=jpg&name=800x320_1",
"width": 564
}
}
},
{
"key": "summary_photo_image_small",
"value": {
"image_value": {
"height": 202,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=jpg&name=386x202",
"width": 386
}
}
},
{
"key": "thumbnail_image_original",
"value": {
"image_value": {
"height": 550,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=jpg&name=orig",
"width": 970
}
}
},
{
"key": "photo_image_full_size_small",
"value": {
"image_value": {
"height": 202,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=jpg&name=386x202",
"width": 386
}
}
},
{
"key": "summary_photo_image_large",
"value": {
"image_value": {
"height": 419,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=jpg&name=800x419",
"width": 800
}
}
},
{
"key": "thumbnail_image_small",
"value": {
"image_value": {
"height": 57,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=jpg&name=100x100",
"width": 100
}
}
},
{
"key": "thumbnail_image_x_large",
"value": {
"image_value": {
"height": 550,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=png&name=2048x2048_2_exp",
"width": 970
}
}
},
{
"key": "photo_image_full_size_original",
"value": {
"image_value": {
"height": 550,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=jpg&name=orig",
"width": 970
}
}
},
{
"key": "vanity_url",
"value": {
"scribe_key": "vanity_url",
"string_value": "dicksonneoh.com"
}
},
{
"key": "photo_image_full_size",
"value": {
"image_value": {
"height": 314,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=jpg&name=600x314",
"width": 600
}
}
},
{
"key": "thumbnail_image_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 56.11,
"rgb": {
"blue": 2,
"green": 0,
"red": 3
}
},
{
"percentage": 8.42,
"rgb": {
"blue": 236,
"green": 222,
"red": 244
}
},
{
"percentage": 8.1,
"rgb": {
"blue": 44,
"green": 1,
"red": 68
}
},
{
"percentage": 6.14,
"rgb": {
"blue": 246,
"green": 163,
"red": 255
}
},
{
"percentage": 4.58,
"rgb": {
"blue": 221,
"green": 28,
"red": 253
}
}
]
}
}
},
{
"key": "title",
"value": {
"string_value": "Supercharge Your PyTorch Image Models: Bag of Tricks to 8x Faster Inference with ONNX Runtime &..."
}
},
{
"key": "summary_photo_image_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 56.11,
"rgb": {
"blue": 2,
"green": 0,
"red": 3
}
},
{
"percentage": 8.42,
"rgb": {
"blue": 236,
"green": 222,
"red": 244
}
},
{
"percentage": 8.1,
"rgb": {
"blue": 44,
"green": 1,
"red": 68
}
},
{
"percentage": 6.14,
"rgb": {
"blue": 246,
"green": 163,
"red": 255
}
},
{
"percentage": 4.58,
"rgb": {
"blue": 221,
"green": 28,
"red": 253
}
}
]
}
}
},
{
"key": "summary_photo_image_x_large",
"value": {
"image_value": {
"height": 550,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=png&name=2048x2048_2_exp",
"width": 970
}
}
},
{
"key": "summary_photo_image",
"value": {
"image_value": {
"height": 314,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=jpg&name=600x314",
"width": 600
}
}
},
{
"key": "photo_image_full_size_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 56.11,
"rgb": {
"blue": 2,
"green": 0,
"red": 3
}
},
{
"percentage": 8.42,
"rgb": {
"blue": 236,
"green": 222,
"red": 244
}
},
{
"percentage": 8.1,
"rgb": {
"blue": 44,
"green": 1,
"red": 68
}
},
{
"percentage": 6.14,
"rgb": {
"blue": 246,
"green": 163,
"red": 255
}
},
{
"percentage": 4.58,
"rgb": {
"blue": 221,
"green": 28,
"red": 253
}
}
]
}
}
},
{
"key": "photo_image_full_size_x_large",
"value": {
"image_value": {
"height": 550,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=png&name=2048x2048_2_exp",
"width": 970
}
}
},
{
"key": "card_url",
"value": {
"scribe_key": "card_url",
"string_value": "https://t.co/pnz1wCbKmC"
}
},
{
"key": "summary_photo_image_original",
"value": {
"image_value": {
"height": 550,
"url": "https://pbs.twimg.com/card_img/1955031576183554048/shqCuVW_?format=jpg&name=orig",
"width": 970
}
}
}
],
"card_platform": {
"platform": {
"audience": {
"name": "production"
},
"device": {
"name": "iPhone",
"version": "13"
}
}
},
"name": "summary_large_image",
"url": "https://t.co/pnz1wCbKmC"
},
"place": {},
"entities": {
"urls": [
{
"display_url": "dicksonneoh.com/portfolio/supe…",
"expanded_url": "https://dicksonneoh.com/portfolio/supercharge_your_pytorch_image_models/",
"indices": [
253,
276
],
"url": "https://t.co/pnz1wCbKmC"
}
]
},
"quoted_tweet": null,
"retweeted_tweet": null,
"article": null
}