arielreplicate/gscorecam-clip-analyzer ✓🔢📝🖼️❓ → 🖼️

▶️ 772 runs 📅 Jan 2023 ⚙️ Cog 0.6.1 🔗 GitHub 📄 Paper ⚖️ License
clip image-analysis saliency-map

Performance

22.7sTypical run time
~114sCold start (first call)
772Total runs

About

Shows what CLIP looks at in an image given text

Example Output

Output

Example output

Performance Metrics

22.67s Prediction Time
113.64s Total Time
All Input Parameters 
{
  "drop": true,
  "topk": 300,
  "input_text": "background fence",
  "input_image": "https://replicate.delivery/pbxt/IAa6qtgBBpgrG7xEqYd7aQRTnS4hfnXzGYqhK1MS3OTICtBm/apple-ipod.jpg",
  "clip_version": "RN50x16",
  "overly_output": true
}
Input Parameters
drop Type: booleanDefault: true
Use only part of the channels
topk Type: integerDefault: 300Range: 1 - 3072
Number of channels used by gscorecam (ignored when drop=False)
input_text Type: stringDefault: An object
What to look for in the image
input_image (required) Type: string
Path to an image to investigate clip on
clip_version Default: RN50x16
Name of the clip model
overlay_output Type: booleanDefault: true
Show the output heatmap on-top of the input
Output Schema

Output

Type: string • Format: uri

Example Execution Logs 
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100%|██████████| 5/5 [00:04<00:00,  1.11it/s]
100%|██████████| 5/5 [00:04<00:00,  1.05it/s]
Version Details
Version ID
414953a78bfd5f84c7db7ee5c3eac5cd74473698780c4fb1c1da52058b48ce31
Version Created
January 29, 2023
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