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Samuel Stevens
commited on
Commit
•
ef07580
1
Parent(s):
293f004
add common name
Browse files- app.py +9 -2
- txt_emb_species.json +2 -2
app.py
CHANGED
@@ -115,6 +115,13 @@ def zero_shot_classification(img, cls_str: str) -> dict[str, float]:
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return {cls: prob for cls, prob in zip(classes, probs)}
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@torch.no_grad()
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def open_domain_classification(img, rank: int) -> dict[str, float]:
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"""
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@@ -133,13 +140,13 @@ def open_domain_classification(img, rank: int) -> dict[str, float]:
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if rank + 1 == len(ranks):
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topk = probs.topk(k)
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return {
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-
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}
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# Sum up by the rank
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output = collections.defaultdict(float)
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for i in torch.nonzero(probs > min_prob).squeeze():
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output[" ".join(txt_names[i][: rank + 1])] += probs[i]
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topk_names = heapq.nlargest(k, output, key=output.get)
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return {cls: prob for cls, prob in zip(classes, probs)}
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+
def format_name(taxon, common):
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taxon = " ".join(taxon)
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if not common:
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return taxon
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return f"{taxon} ({common})"
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+
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+
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@torch.no_grad()
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def open_domain_classification(img, rank: int) -> dict[str, float]:
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"""
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if rank + 1 == len(ranks):
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topk = probs.topk(k)
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return {
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format_name(*txt_names[i]): prob for i, prob in zip(topk.indices, topk.values)
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}
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# Sum up by the rank
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output = collections.defaultdict(float)
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for i in torch.nonzero(probs > min_prob).squeeze():
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output[" ".join(txt_names[i][0][: rank + 1])] += probs[i]
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topk_names = heapq.nlargest(k, output, key=output.get)
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txt_emb_species.json
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:844e6fabc06cac072214d566b78f40825b154efa9479eb11285030ca038b2ece
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+
size 65731052
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