[
  {
    "url": "https://github.com/JohannesBuchner/imagehash",
    "name": "JohannesBuchner/imagehash: A Python Perceptual Image Hashing",
    "snippet": "Image hashes tell whether two images look nearly identical. This is different from cryptographic hashing algorithms (like MD5, SHA-1) where tiny changes in the ...",
    "host_name": "github.com",
    "rank": 0,
    "date": "",
    "favicon": ""
  },
  {
    "url": "https://gist.github.com/augmt/efa871bbf2668dd4aa711ce2013f5046",
    "name": "Detecting similar and identical images using perseptual hashes · GitHub",
    "snippet": "The primary theme of all these techniques was to calculate a fingerprint or hash of the image based on the perseptual content, not the raw bits in the image.",
    "host_name": "gist.github.com",
    "rank": 1,
    "date": "",
    "favicon": ""
  },
  {
    "url": "https://github.com/propublica/facebook-political-ads/issues/74",
    "name": "reverse image search via perceptual hashing · Issue #74 - GitHub",
    "snippet": "The way to do this would likely be to -- at some point -- record each image's perceptual hash, then at search time, compare the given image to ...",
    "host_name": "github.com",
    "rank": 2,
    "date": "",
    "favicon": ""
  },
  {
    "url": "https://www.sciencedirect.com/science/article/pii/S2666281723001993",
    "name": "PHASER: Perceptual hashing algorithms evaluation and results",
    "snippet": "We present PHASER, a still-image perceptual hashing framework enabling forensics specialists and scientists to conduct experiments on bespoke datasets.",
    "host_name": "www.sciencedirect.com",
    "rank": 3,
    "date": "",
    "favicon": ""
  },
  {
    "url": "https://github.com/yuvraj0028/image-similarity",
    "name": "A Java library to compute image similarity using perceptual hashing",
    "snippet": "A lightweight Java library to compute image similarity using perceptual hashing algorithms (pHash, dHash, Blockhash) and BK-Tree for fast similarity search.",
    "host_name": "github.com",
    "rank": 4,
    "date": "",
    "favicon": ""
  },
  {
    "url": "https://milvus.io/ai-quick-reference/what-is-perceptual-hashing-in-image-search",
    "name": "What is perceptual hashing in image search? - Milvus",
    "snippet": "Perceptual hashing is a technique used in image search to identify visually similar images by generating compact, comparable representations of their content.",
    "host_name": "milvus.io",
    "rank": 5,
    "date": "",
    "favicon": ""
  },
  {
    "url": "https://news.ycombinator.com/item?id=33228398",
    "name": "Simple, Fast, and Scalable Reverse Image Search | Hacker News",
    "snippet": "I tried to implement a similar reverse image search based on dHash as explained here https://github.com/Rayraegah/dhash . However, I also had ...",
    "host_name": "news.ycombinator.com",
    "rank": 6,
    "date": "",
    "favicon": ""
  },
  {
    "url": "https://databases.systems/posts/reverse-image-search",
    "name": "Reverse image search using perceptual hashes - Aadhav Vignesh",
    "snippet": "By using perceptual hashes, it's possible to efficiently compare large volumes of images and identify similar or identical images.",
    "host_name": "databases.systems",
    "rank": 7,
    "date": "",
    "favicon": ""
  },
  {
    "url": "https://gangw.web.illinois.edu/PHashing.pdf",
    "name": "[PDF] It's Not What It Looks Like: Manipulating Perceptual Hashing",
    "snippet": "In practice, the attack targets reverse image search engines and security applications that depend on image matching. For example, for search engines, searching ...",
    "host_name": "gangw.web.illinois.edu",
    "rank": 8,
    "date": "",
    "favicon": ""
  },
  {
    "url": "https://github.com/topics/reverse-image-search?l=php&o=desc&s=updated",
    "name": "reverse-image-search · GitHub Topics",
    "snippet": "Open Source ... Pull requests. Computer Vision: Searching Similar Images powered by PHP and pHashes. reverse-image-search php8 phash-similarity perceptual-has.",
    "host_name": "github.com",
    "rank": 9,
    "date": "",
    "favicon": ""
  }
]